CSO3001: Career Lab: Interactive Workbook
CSO3001: Career Lab: Interactive Workbook
CAREER LAB
INTERACTIVE WORKBOOK
CC/AM:
Section: B
                               SPRING
                                 FALL 2025
                                      2024
Orientation Session
       Session Title:
Welcome to Career Lab-CS3001
                                  You have embarked on a journey to transform your life.
Course Plan
    Apply effective professional interpersonal communication skills in business contexts.
    Enhance technical writing skills through the development of effective resumes, cover letters, statement of
    purpose, and etiquette.
    Learn how to make appropriate occupational/educational choices and set realistic occupational/educational
    goals.
    Develop life-long skills associated with career decision-making and career management.
    Recognize the qualities, skills, and abilities that employers are seeking in job candidates.
    Comprehend the importance of networking and identify employment leads often overlooked by many job
    seekers.
       CAREER READINESS
        Personal Pitch/Elevator Pitch
        Career Assessment
        Professional Documentation
        Personal Branding: LinkedIn
        Interview Strategies
        Job Application Process
        Networking
                     CAREER COMPETENCIES
                     Critical thinking/Problem Solving - Oral/Written Communication - Teamwork/Collaboration - Time Management -
                     Digital Technology - Leadership - Professionalism/Work Ethic
        CAREER PLAN
        Personal Marketing Plan (PMP)
Course     WEEK
            2
                      Knowing Yourself & Time Management
Timeline   WEEK
            3
                   Business Communication & Presentation Skills
           WEEK
            4
                     Verbal Communication & Resume Writing
           WEEK
            5
                  Cover Letters, Job Research and Problem-Solving
           WEEK
            6
                       Job Application Process & Interviews
           WEEK
            7
                                Interviewing Skills
           WEEK
            8
                               Interview Practice
Course     WEEK
            9
                                Mock Interviews
Timeline   WEEK
            10
                            Exploring Possibilities:
                     Entrepreneurship & Further Education
           WEEK
            11
                  The Power Of Mindset & Artificial Intelligence
           WEEK
            12
                  Final Presentations - Personal Marketing Plan
           WEEK
            13
                  Final Presentations - Personal Marketing Plan
           WEEK
            14
                         Assessment Center & Wrap Up
Expectations from Career Lab in Career Development
                                                                                                                                                                                                                       Worksheet
In what ways do you expect the Career Lab to enhance your career development?
  I expect the Career Lab to play a significant role in helping me become career-ready by equipping me with essential professional skills and insights. I hope to gain clarity about different career paths aligned with my interests and
  academic background, and to receive personalized guidance on setting and achieving my career goals.
  Additionally, I look forward to developing job-search skills such as résumé writing, interview preparation, networking, and effective communication. I also expect to connect with industry professionals and mentors through events and
  workshops, which can broaden my understanding of the job market and current industry trends.
Overall, I see the Career Lab as a platform to bridge the gap between academic learning and real-world employment opportunities.
      Financial planning to incorporate periods of unemployment     This three part theory still governs most current practices. First,
                                                                    examine the personality traits of the person. Second, inventory the
  These attributes and tasks enable you to turn chance encounters   character traits of the job. Third, measure the personality traits of
  and occurrences into career opportunities.                        the individual against the traits of the job.
Asking others (taking feedback from peers) VIA Character Strengths Assessments
Total SDI
Strengths Weaknesses
Researcher or Analyst
I hope as you read this, you are smiling — not because everything went perfectly, but because you remained true to who you are.
  You’ve always had a quiet strength within you — the ability to listen deeply, care immensely, and dream boldly. You’ve never been one to chase attention, but your actions, your kindness, and your vision have always spoken
  volumes. I hope you never lost that light.
  Remember those days when you felt uncertain, when your sensitivity felt like a burden instead of a gift? You made it through. You learned that it’s okay to feel deeply — in fact, it’s your superpower. Your empathy is not a weakness;
  it’s what sets you apart in a world that sometimes forgets to care.
  You’ve come far, not just in what you’ve achieved, but in how you’ve grown. You’ve learned to set boundaries while still being generous. You’ve chosen purpose over convenience. And you’ve continued to fight for things that matter
  — for truth, for people, for change, for yourself.
  I hope your career brings you fulfillment — not just a title or a paycheck, but the sense that what you do aligns with who you are. Whether you're writing, mentoring, designing, healing, or leading change — I hope you’ve found your
  way to contribute meaningfully.
But more than anything, I hope you’ve stayed kind. To others, yes — but also to yourself. You deserve grace, just as much as anyone you’ve given it to.
Keep listening to that quiet voice inside you. It’s led you well so far. And no matter where life has taken you, remember: the world is better with you in it.
                                  It is important to know both your strengths and weaknesses in order to self-evaluate. Having this
    Career Progression            knowledge about yourself will also help you narrow down your job search to specific jobs based on
                                  what you’re good at, and it will make employers’ decision to hire you easier
    Leveraging Your              Your strengths are the skills you can leverage and use to push yourself further to achieve your goals.
    Strengths                    Knowing what you excel in can help you grow and aim higher.
                                 Having a strong self-awareness and ability to highlight your areas of weakness enables you to proactively
                                 work on these, such as taking courses, seeking additional exposure to a task you are less comfortable with,
    Developing Skills
                                 or working with a mentor to address a weakness. This process of self-assessment will ultimately
                                 strengthen your skill set so that you can overcome any limitations.
                                 Every weakness has a hidden strength - all students have to do is accept them for what they are.
    Corresponding
                                 They should leverage these associated strengths and ask other people for advice to improve
    Strengths                    themselves and fix any gaps they might have.
                                 It is important to understand (if you are in a leadership role/or an entrepreneur) your weaknesses as
    Knowing What
                                 it means you know what skill set you need to hire the right skills and build a diverse team that can
    Skills to Hire
                                 help you, and your organization, to achieve your goals.
The next skill in career management is goal setting; to have a look at our present opportunities and create a tentative
plan to acquire clarity. Goal-setting is the process of taking active steps to achieve your desired outcome. Maybe your
dream is to become a teacher, lawyer, computer scientist or pharmacist. Each one of these dreams involves setting and
reaching small (and big!) goals.
                          You have a purpose. You have work that you want to do in this life, work that is
                          meaningful to you and to those who benefit from it. And yes, you have a career in
                          you! Whoever you may be, whatever field of work you may find yourself in, and
                          whatever your situation right now, you can have a career so long as you have a
                          desire for one.
                          A simple but powerful tool helps you identify the opportunities you have right now
                          to live more purposefully and become the person you want to be. It helps us identify
                          our desired career and map out possibilities to narrow down our career path.
      Education Investment
                                                                PURPOSE       Professional Role Model
 Bs CS
                                                                  MAP     Messi
 LLM programs                                                             roosevelt
 Certifications in coaching, nonprofit leadership, or digital             martin luther
 tools like Adobe or Canva
                     MEASURABLE               The goals should be quantifiable e.g., generate one lead per month.
         M                                                 How will I know when it's accomplished?
The goals should not be too easy or too hard. Set ambitious, but realistic
          A           ATTAINABLE                                             targets.
                                                              How can the goal be accomplished?
                                     I want to complete a recognized coaching certification and start offering one-on-one coaching sessions focused on career development and self-
              SPECIFIC               discovery.
                                     I will complete a 6-month certification program, build a website portfolio, and coach at least 5 clients within the first year.
           MEASURABLE
                                     The certification is part-time and online, fitting my current schedule. I already have strong listening, empathy, and writing skills that support this goal.
            ATTAINABLE
                                     This goal aligns with my INFJ personality — helping others, using my intuition, and working in a meaningful field that reflects my values.
              RELEVANT
                                     I will enroll in a program by July, complete certification by December, and begin client sessions by January next year.
            TIME-BOUND
               S.M.A.R.T             By December, I will complete a coaching certification and begin offering coaching sessions to at least 5 clients within the first 3 months of launching,
                                     using my skills to support their growth and career development.
                 GOAL
                                                  Strengths                                                                                                       Weaknesses
 Strength 1: ________________________________
                           Empathy                                                                                Weakness 1: __________________________
                                                                                                                                           Sensitivity to Criticism
 Explanation:                                                                                                     Explanation:
                                                                                                                   Due to my idealistic and introspective nature, I may take criticism personally. This can hinder my growth or slow down decision-maki
 ____________________________________________________________
 I naturally empathize with others, allowing me to connect deeply and understand their emotions and needs.
                                                                                                                  ____________________________________________________________
 ____________________________________________________________
  This quality helps in roles such as counseling, coaching, HR, and community engagement
                                                                                                                  ____________________________________________________________
                                                                                                                   Steps to overcome: Reframe criticism as constructive feedback.
 ____________________________________________________________                                                     ____________________________________________________________
 It builds trust and promotes collaboration, which can make me a strong leader and mentor in team environments.    Practice mindfulness and emotional regulation.
 ____________________________                                                                                     ____________________________________________________
                                                                                                                   Seek mentorship to help me build resilience and perspective.
                                                  Strengths                                                                                                                 Weaknesses
 Strength 1: ________________________________
                           Strategic Thinking & Vision
                                                                                                                              Weakness 1: __________________________
                                                                                                                                                          Over committing to Help Others
 Explanation:                                                                                                                 Explanation:
 ____________________________________________________________                                                                 ____________________________________________________________
 I tend to think long-term and see the bigger picture. This is helpful in career planning, innovation, and creating meaningfulI solutions.
                                                                                                                                often prioritize others' needs over my own, which can lead to burnout or a lack of boundaries.
  It supports leadership roles and makes me a natural fit for strategy, policy work, or creative direction in purpose-driven organizations.
 ____________________________________________________________                                                                 ____________________________________________________________
                                                                                                                               Steps to overcome: Learn to say no and set clear boundaries.
 ____________________________________________________________                                                                 ____________________________________________________________
                                                                                                                               Use time management tools to balance responsibilities.
 ____________________________                                                                                                 ____________________________________________________
                                                                                                                               Schedule regular self-care and reflection to maintain energy and clarity.
Time management—how we choose to use and organize our time—is something many of us struggle with. Effective time
management allows us to make the most of our day, accomplishing tasks more quickly and prioritizing those that will make
the most impact.
Figuring out a process that works for you, whatever that may be, is key to creating your most efficient life. To help you
improve poor time management, we’ll explore two popular techniques to help us plan our time for effective management.
Time boxing helps us organize our time better, whereas Eisenhower helps us prioritize our tasks. Once we have prioritized
our tasks using Eisenhower, we may use timeboxing for the completion of each task.
        Divide a piece of paper into two columns. On the left, write   Urgent tasks are those we feel need to get done
        down each hour of the day and create blocks of time such       immediately. Important tasks are those that contribute to
        as half-hour or hour chunks. Estimate the time it’s going to   your long-term goals or values. Ideally, you should only
        take to complete each of your tasks and fit them into your     work on tasks in the top two quadrants—the other tasks,
        time blocks. Add buffer times in between each time block       you should delegate or delete.
        to allow for adjustments during the day.
                             Important
                                                         Do                         Schedule
                                               Tasks with deadlines or         Tasks with unclear
                                                   consequences            deadlines that contribute to
                                                                               long-term success.
                             Not Important
                                                     Delegate
                                                                                      Delete
                                                Tasks that must get
                                                                           Distractions and unnecessary
                                             done but don't require your
                                                                                       tasks.
                                                      skill-set.
       Take a break
                                                      Check emails/messages                    Attend class
       Study for quiz
Check emails/messages
       Plan tomorrow
                                                      Review lecture notes                     Do assignment
            Review lecture notes                         Urgent & Important (Do First)             Not Urgent but Important (Schedule)
                                                        - Attend online class                      - Review lecture notes
                                                        - Do assignment                            - Study for quiz
Do assignment
Take a break
Organize files
Plan tomorrow
  Voice is a powerful tool for presenters. Voice can make all the difference between success and failure when you’re
  aiming to engage your audience. The use of 4 Ps is particularly important for prepared speech for more formal settings,
  where you are addressing an audience. For example: giving a presentation, reading aloud reports and minutes for
  board meetings, debating,
  telling a story, broadcasting etc.
  Voice modulation is achieved by changing the pitch and power of your voice and pace of your speech. Voice
  modulation can be improved by practicing phrases, amusing sentences, dialogues, prose passages, tongue twisters
  and poetry.
                   Power stands for the loudness of your voice, and all voices are breath, in order to increase the power of your voice,
                   you need to enlarge your lung capacity with breathing exercises.
                                                                          PITCH
                   Pitch
                   Pitch refers to the ups and downs of your notes when you speak. Then you can variate your pitch from high to
                   low. For example, you use high pitch when you talk about something exciting and positive, and low pitched voice
                   when you talk about something serious or sad. We all have the ability to speak from a vocal range – which
                   includes higher notes and lower notes. However, it takes great awareness and practice to notice your own pitch
                   and to change it consciously.
                                                                          PACE
                   Pace
                   Pace refers to the speed at which you speak. A good speaker knows the value of changing the pace as they
                   speak. You can also play with your pace, at times it could be slower, and at times faster. For example, when you
                   are introducing a topic that is exciting you can speed up the pace of your voice. On the other hand, when you
                   want people to focus their attention you may slow down for emphasis.
                                                                         PAUSE
                    Pause
                   Pause involves stopping momentarily for effect in the middle of your remarks. It is a tool that is used hand in
                   hand with variations of Pace. There is a pause for effect, pause between paragraphs, etc. With pauses, you can
                   bring an emphasis to a certain word or idea, separate ideas, etc.
                                                       While communicating, define the purpose to include their needs and yours. This
                                             PURPOSE   question “What is the overall purpose of the project, and how does this
                                                       interaction help us to move us towards it?” can help you build your response.
EPIC FRAMEWORK
                                                       Your message/ideas should be supported by insights and facts. You may use
                                             INSIGHT   research, statistics and case studies.
                                                       In order to have a great conversation you need to plan and arrange the flow of an
                                       CONVERSATION    effective two way conversation. Use storytelling techniques to build memorable
                                                       connection with your audience.
    Empathy:
    "I'm really sorry to hear you were withdrawn from the course. That must have been really upsetting and stressful for you."
    Perspective:
    "Sometimes things happen beyond our control—whether it’s personal challenges, stress, or academic pressure. It doesn’t mean you’re not capable or smart."
    Impact:
    "I know how much effort you were putting in, and it sucks that this happened. But this doesn't define your future—you still have so many chances to do great things."
    Compassion:
    "I'm here for you, not just as a classmate but as a friend. Let me know how I can help—whether it’s talking things through, studying together, or just hanging out to clear your mind."
   Sitting Posture
                                                    Dressing Style
     Closing of Email
     Conclude your email with a short closing, such as “Thank you,” “Best regards” or “Sincerely.” Include your full name
     to the bottom along with your title and essential contact information, such as your phone number. This closing
     gives your recipient all the details they need to respond.
                    Review
                    It is always a good idea to take another look before pressing send. Spellcheck can catch many errors but be sure
                    to check for typos on your own, too.
An elevator pitch is a short yet impressive introduction of yourself designed to market your experiences and skill sets. You can
also use it to create interest in a project, idea or product – or in yourself. A good elevator pitch should last no longer than a
short elevator ride of 20 to 30 seconds, hence the name." Here are some key reasons why an elevator pitch is important:
                                   An elevator pitch helps you make a strong first impression. It’s often the first opportunity you have to
    FIRST IMPRESSIONS
                                   engage someone, and a well-crafted pitch can grab their attention quickly.
                                   People’s time is valuable, and an elevator pitch allows you to communicate your value proposition
     TIME EFFICIENCY
                                   concisely.
                                   Crafting an elevator pitch forces you to distill your ideas into their essence. It helps you articulate what
   VALUE PROPOSITION
                                   you do, why it matters, and how it’s different from others in a clear and compelling way.
     PERSUASION AND                A good pitch can persuade and influence others, whether you're seeking investment, support, or
        INFLUENCE                  collaboration. It's a critical tool for convincing others of the value you bring.
                                       Start by thinking about the objective of your pitch. For instance, are you a current student looking to
        Identify Your Goal             get an internship over the summers? A fresh graduate applying for jobs or an entrepreneur looking for
                                       investors?
                                       It is important for the listener to have an idea of the person/product/idea they are being informed
                                       about. If you are a student, your pitch will include your semester and major. If you are a fresh graduate,
       Explain What You Do
                                       you will talk about your major and field of interest. In case you are pitching a business idea, you will talk
                                       about your product.
                                       A Unique Selling Proposition is any skill, idea or characteristic that makes you or your product stand out
                 USP
                                       from the rest.
                                       After you communicate your USP, you need to engage your audience. To do this, ask questions to
     Engage With a Question
                                       involve them in the conversation.
                                       When you've completed each section of your pitch, put it all together. Then, read it aloud and time how
                                       long it takes. It should be no longer than 20-30 seconds. Otherwise, you risk losing the person's interest,
        Put It All Together
                                       or monopolizing the conversation. Try to cut out anything that doesn't absolutely need to be there.
                                       Remember, your pitch needs to be snappy and compelling, so the shorter it is, the better!
                               Notion helps you organize everything in one place—whether it’s class notes, to-do lists, calendars, or group projects.
 EXPLAIN WHAT YOU
        DO
Unlike other productivity apps, Notion combines note-taking, task management, and database functions in one fully customizable interface.
USP
                               Do you ever feel overwhelmed juggling between multiple apps to manage your classes, assignments, and personal tasks?
   ENGAGE WITH A
     QUESTION
                               Hey! Let me introduce you to Notion—your ultimate digital workspace. Whether you're a student keeping track of lectures, planning group projects, or organizing your
     PUT IT ALL                semester, Notion does it all in one place. You can take notes, set deadlines, build a study tracker, and even collaborate with your classmates. Would you like to see
                               how it can organize your academic life in just a few clicks?
     TOGETHER
Resume CV
Resume CV
                                                                                ACTION VERBS
                                    Action verbs are essential in defining roles and responsibilities on a resume because they clearly outline
                                    what tasks were performed, highlight the level of involvement, and communicate accountability. For
     HOW TO ORGANIZE
       AND WRITE A                              2
                                    example: Created new training material and supervised a team of 30 employees.
                                    - Bold words are action verbs -
         RESUME
QUANTIFICATION
                                    Quantification plays a significant role in defining roles and responsibilities on a resume by adding
                                    context and demonstrating the scale, impact, and value of your work. It provides specific evidence of
                                    your accomplishments, making your claims more credible and impressive to potential employers.
                                    For example: mentored a class of 40 students on leadership and growth mindset skills'
                                    - Bold numbers are quantification -
Conducted monthly training sessions for a team of 15, improving departmental efficiency by 25%.
Trained my department
                                            Completed a 6-month professional development fellowship, enhancing leadership and project management skills through 5+ workshops and seminars.
     Did a fellowship on professional
               development
                                            Created and scheduled over 30 pieces of social media content during a 3-month internship at a digital agency, increasing engagement by 40%.
Did an internship at a digital agency and
 made social media content for them
                                            Led the debating society as President, organizing 10+ inter-university competitions and boosting member participation by 60%.
    President of debating society and
     organized many competitions
Are you looking to land the perfect job? Or an employee aiming to climb the next rung on the career ladder? Developing
your critical problem-solving skills will make you a better candidate for that new job or promotion.
The word “critical thinking” frequently pops up in job descriptions and on adjective lists for resume writing, so it’s clearly a
desirable characteristic. It’s such an important skill that some employers even require candidates to pass a critical
thinking test for employment with the company.
Here are some ways to improve and utilize your critical thinking skills:
   Keep the goal in mind
   Know your biases and try to look past them
   Ask questions and gather information
   Evaluate the facts of the situation and all available data
   Collaborate and get feedback from others—especially people with different backgrounds than your own
   Generate possible solutions, particularly out-of-the-box ideas
   Consider the short- and long-term consequences of implementing each solution
   Make a decision or come to a conclusion
   Present and communicate the decision or conclusion
                                Your "target job title" should match the title that is being advertised and go toward the top of your
    Role Match                  resume to catch the eye of the hiring manager and any applicant tracking system (ATS) that's searching
                                for a match.
                                Find overlap between your previous responsibilities and qualifications to show what value you can bring
                                to this organization. Look beyond tangible skills and highlight your work ethic or personality traits that
   Value Match
                                make you a great candidate.
                                Identify the hard and soft skills from the job ad and mirror the same language in your resume. Include
                                your educational background, work experiences and transferable skills that show you are equipped to
     Skill Match
                                perform the job with the skills you have acquired through your career.
                                        1
                                   Address the hiring manager with their name and designation. Start by your introduction and write
                                   about the job you are applying for. You can mention your qualifications here.
                                    Talk about the company here, do your research, find out which specific projects the company is doing
           4                        and what strikes your interest.
  PARAGRAPHS OF A
    COVER LETTER                               2         Paragraph 3 - Why they should pick you + Show passion
                                    Now, talk about yourself. Talk about all your relevant job experiences or anything you have done to
                                    learn the skills the JD has mentioned.
                                    End on a good note - talk about how you are looking forward to meeting them and how thankful you
                                    are to them for taking out the time.
 Hope this message finds you in good health, I am writing to express my profound desire to apply for the intern Pharmacist position at Shaukat Khanum
 Cancer Hospital. With a strong academic background in pharmacy and an interest in cancer care, I am thrilled to be able to contribute to your facility and
 gain knowledge and experience in cancer disease treatment.
 The fact that Shaukat Khanum Cancer Hospital is renowned for providing excellent cancer care and the hospital has continued to treat more than 75% of all
 cancer patients completely free of charge attracts me a lot. I am motivated by your institution's creative strategies and collaborative teamwork to improve
 patient outcomes and their quality of life Furthermore; I am a proactive learner who keeps up with the most recent developments in cancer medication.
 I am currently finishing my Doctor of Pharmacy at Lahore Pharmacy College, LMDC during my studies and clinical rotations at the GHURKI Trust Teaching
 Hospital I have had the opportunity to become more proficient in pharmacology, medication therapy management, and patient care.
 I know you are overwhelmed with the recruitment process, but I thought it would be worth a shot. I would love to join your prestigious institution and
 become a valuable team member of your pharmacy department, and I would live this opportunity. I look forward to hearing from you.
 Best Regard,
 Farhan Tahir
 farhan109xxxx@gmail.com
 031307xxxx
 Linkedin.com/farhan20xx
Examine the sample cover letter and locate the relevant paragraphs for each component. Write these paragraphs
in the corresponding rows of the table.
                             The fact that Shaukat Khanum Cancer Hospital is renowned for providing excellent cancer care and the hospital has continued to treat more than 75% of all
   Tell Them Why You         cancer patients completely free of charge attracts me a lot. I am motivated by your institution's creative strategies and collaborative teamwork to improve
                             patient outcomes and their quality of life Furthermore; I am a proactive learner who keeps up with the most recent developments in cancer medication.
      Picked Them
                             I am currently finishing my Doctor of Pharmacy at Lahore Pharmacy College, LMDC during my studies and clinical rotations at the GHURKI Trust Teaching
   Tell Them Why They        Hospital I have had the opportunity to become more proficient in pharmacology, medication therapy management, and patient care
     Should Pick You
                             With a strong academic background in pharmacy and an interest in cancer care, I am thrilled to be able to contribute to your facility and
                             gain knowledge and experience in cancer disease treatment.
      Show Passion
                             I know you are overwhelmed with the recruitment process, but I thought it would be worth a shot. I would love to join your prestigious institution and
                             become a valuable team member of your pharmacy department, and I would live this opportunity. I look forward to hearing from you.
      Show Kindness
From the job database create during the session with your facilitators, mention the relevant sources that you plan
to consult in the template below:
Microsoft Careers Rozee.pk – IT & Software GitHub (for open-source contributions + recruiter discovery)
Google Careers LinkedIn Jobs Meetup.com (Tech meetups, hackathons, startup events)
NetSol Technologies                         Stack Overflow Jobs (via Stack Overflow Talent)   Career services from your university or online bootcamps (e.g., Coursera,
                                                                                              Udemy)
Systems Limited                             Indeed.com (Software Engineer / Developer)
                                                                                              Referrals from alumni, professors, or internships
                                            Mission: To deliver innovative software solutions that empower businesses through cutting-edge technology and exceptional service.
 Mission and Values                         Values: Innovation, collaboration, client-centricity, and continuous learning.
                                            Devsinc provides web and mobile app development, AI, cybersecurity, and Microsoft Dynamics 365 solutions to over 236 clients across industries like e-
 Clients, products & services               commerce, healthcare, and finance
                                            HR Manager
 HR Team                                    HR Executive
                                            Additional HR Staff
                                            Devsinc values technical expertise (e.g., Java, Python, AI, web development), communication, collaboration, leadership, and a growth mindset
 The skills and experience the company
 values
                                            Mission: To provide transformative IT solutions that drive business success through technology and innovation.
 Mission and Values                         Values: Integrity, excellence, teamwork, and innovation.
                                            Offers IT services like cloud solutions, AI, software development, and digital transformation for clients in finance, retail, and telecom (e.g., IBM,
 Clients, products & services               Microsoft).
                                            HR Manager
 HR Team                                    HR Executive
                                            Additional HR Staff
                                            Technical skills (Python, Java, AI, cloud computing), teamwork, innovation, problem-solving, adaptability.
 The skills and experience the company
 values
                                            Mission: To accelerate business growth through digital transformation and innovative technology solutions.
 Mission and Values                         Values: Passion, empowerment, transparency, and innovation.
                                            Imran Aftab (CEO), Zeeshan Aftab (Co-Founder), Carrie Kerpen (Managing Director, 10Pearls Studio).
 Key players of the organization
                                            Provides AI, software development, digital marketing, and cloud solutions for clients like Coca-Cola, PayPal, and Johnson & Johnson across healthcare,
 Clients, products & services               finance, and education.
                                            HR Manager
 HR Team                                    HR Executive
                                            Additional HR Staff
The Desert Survival Problem provides a unique opportunity to quickly and objectively measure
whether your groups are achieving synergy—as well as demonstrate this otherwise elusive
concept. Synergy occurs when the interactive efforts of two or more people produce a solution
that is superior to their independent solutions.
By measuring the quality of both individual and team performance on a single task, this
simulation allows groups to quickly calculate the extent to which they are fully utilizing their
resources—and doing so in a way that achieves synergy.
In order to increase the chances of being successful at any task, it is crucial to know the steps involved in that task. A thorough
understanding of the hiring process will set you on the right track and equip you to prepare for the job that they want.
                                                                                  Panel
                         Online
   Recruitment                              Gaming                             Interview/        Assessment
                       Application                           HR Test                                                 Job Offer
      Drive                                  Test                               Technical          Center
                         Form
                                                                               Interview
                                         Test
       Online Application
                                       [English/
       [PPSC, FPSC, NTS,                                           Medical
                                      Analytical,    Interview                 Job Offer
         National Job                                            Examination
                                     Quantitative/
            Portal]
                                      Technical]
 Tailor Resume and Cover Letter: Customize my resume to highlight my computer science coursework, projects in machine learning (e.g., predictive models or neural networks), and relevant skills like Python, TensorFlow, and data
 analysis. Write a cover letter addressing the hiring manager, emphasizing my passion for AI innovation and how Devsinc’s mission to deliver cutting-edge solutions inspires me.
 Leverage LinkedIn: Update my LinkedIn profile with a professional photo, a headline like “Aspiring Machine Learning Engineer | BS Computer Science,” and a summary detailing my academic projects and interest in AI. Connect with
 Devsinc employees and engage with their posts to build visibility.
Network: Attend industry events or webinars hosted by Devsinc to connect with their team. Reach out to alumni or contacts working at Devsinc for informational interviews to gain insights into their hiring process.
 Apply Online: Submit my application through Devsinc’s career portal, ensuring all required documents (resume, cover letter, portfolio) are uploaded. Follow up with a polite email to the HR team after one week to express continued
 interest.
 Prepare for Interview: Research Devsinc’s recent AI projects and prepare to discuss how my skills can contribute. Practice technical questions on machine learning algorithms and behavioral questions to demonstrate teamwork and
 problem-solving.
    Behavioral Question
      Describe a time when you disagreed with a team member.
      Tell me about a time when you failed.
      Give me an example of when you had to assume leadership for a team.
      What is the most difficult/ challenging situation you've ever had to resolved in the workplace?
      Recommendations
   (From teachers and any                                                Customize your public
                                            Contact Details                                                Skills & Endorsements
  managers you have worked                                                    profile URL
            with)
                                                                       my documents/
 What should I bring to an interview?
                                                                       a bag or a a friend
 What should I NOT bring to an interview?
                                                                       yes i should ask how much im getting paid and ask when this topic is discussed and politely tell them your goal salary
 Should I ask how much I’d be getting paid? If so, how/when should I
 ask?
                                                                       yes, about the opportunities they are going to provide me in order to grow.
 Should I ask other questions (not related to pay)? What could those
 be?
Critical thinking in the workplace is a deeper level of thinking where we question, analyze and draw conclusions about information
and evidence.
Critical thinking skills are valuable in all roles in an organization. These skills enhance communication, creativity and problem-solving.
Thinking critically in the workplace allows you to connect ideas, evaluate arguments, find errors and solve complex issues. The
workplace is packed with situations that require teams and individuals to approach complex problems and solve them using new and
innovative approaches. Employees who can communicate and relate with coworkers, develop strategies and overcome issues are
more likely to succeed.
                                Includes the right qualification and prowess essential to perform a job. The
            Skills              qualifications, necessary technical skills, soft skills and practical expertise all
                                 some under the umbrella of skills.
                                Seeks to explore if a candidate is actually ambitious about the role and the work
            Passion             that comes with it.
                                 Indicates how well a person will integrate within a company. A company seeks to
            Fit
                                 have a team that empowers others and create a strong support system.
 Question: Can you explain the difference between supervised and unsupervised learning? Provide an example of a real-world application for each.
 Purpose: Assesses foundational knowledge of machine learning concepts and ability to contextualize them.
 Question: How would you handle a situation where your machine learning model is overfitting? Describe the steps you would take to diagnose and address it.
 Purpose: Evaluates problem-solving skills and understanding of model optimization techniques.
 Question: Walk me through the process of building a recommendation system. What algorithms and evaluation metrics would you consider?
 Purpose: Tests practical application of machine learning in a common industry use case and knowledge of evaluation methods.
 Question: Suppose you’re working with a dataset that has missing values. What strategies would you use to handle them, and how would you decide which approach is best?
 Purpose: Assesses data preprocessing skills and decision-making in data handling.
 Question: Describe a machine learning project you’ve worked on. What challenges did you face, and how did you overcome them?
 Purpose: Gauges hands-on experience, problem-solving, and ability to reflect on past work.
When it comes to planning our future, we tend to have the herd mentality; doing what the majority of the people are doing. Social factors
lead us towards herding and making career and educational choices regardless of knowing our personal interests and faculties. Find your
own career path that’s right for you; think of what you’re good at, where your skills best lie and what exactly you enjoy doing.
The key aspects of herd mentality are:
                                 People often follow what others are doing, assuming that the majority must be right or that they should
    GROUP BEHAVIOR
                                 act similarly to fit in, even if they wouldn't normally act that way.
                                The fear of being the odd one out or facing social rejection can drive individuals to adopt the actions or
 FEAR OF STANDING OUT
                                opinions of the group, even if they internally disagree.
  INDIVIDUAL DECISION-          In group settings, individuals may suppress their critical thinking or personal judgments, deferring to the
         MAKING                 perceived consensus of the group.
                                Herd mentality is often driven by emotions rather than logic. For example, during financial bubbles or
 EMOTIONAL INFLUENCE
                                crises, fear and greed can spread quickly, leading to irrational decision-making.
       INCREASED                By earning a master’s degree, you can significantly increase your income by landing into specialized roles.
    EARNING POTENTIAL
       SPECIALIZED              Earning a master’s degree helps you gain specialized knowledge to advance in your field.
       KNOWLEDGE
         CAREER                 A master’s degree can make it easier to transition into more senior positions, such as management and
                                leadership.                                                                         SPECIALIZED KNOWLEDGE
      ADVANCEMENT
      ENHANCED                  As a graduate student, you are connected to numerous professional, many of whom are successful in their
 PROFESSIONAL NETWORK           careers.
        CULTURAL                As you go around the globe you will be able to engage on multiple platforms with a great number of
 EXPERIENCES & EXPOSURE         people while being exposed to multicultural growth for professional and personal grooming.
The Steps Involved In Applying For a Higher Education Degree Are Mentioned Below:
     Finding the Right                      Finding the Right   Choosing the Relevant   The Application
          Country                              University             Program               Process
Undergraduate Major
Pakistan
Preferable Country/Countries
Lums, Fast
           Preferable
     University/Universities
                                    Masters, 2 years
   Preferable Program(s) (For
   each program, mention the
      duration of degree.)
Eligibility Check: Ensure I meet LUMS’s requirements (e.g., minimum CGPA of 3.0, BS in Computer Science).
                                    Application Documents: Prepare a statement of purpose outlining my passion for machine learning, academic transcripts, two letters of recommendation from professors, and a
                                    resume highlighting ML projects.
Career Services & Corporate Linkages | 61
Career Readiness: Entrepreneurship
                                                                                                                      Key Takeaways
Entrepreneurship is starting and developing a company, delivering something new to the market, or organizing the means of
production superiorly." "Entrepreneurship is the pursuit of opportunity beyond the resources you currently control” - (Stevenson,
Business School- Harvard).
Here are the key reasons why entrepreneurship is important:
                              Entrepreneurs drive economic growth by creating new businesses, which leads to increased productivity,
  ECONOMIC GROWTH             job creation, and overall economic development. They introduce new goods and services, which can
                              improve standards of living and boost consumer spending.
                              New businesses are one of the largest sources of employment, providing jobs that range from entry-level
     JOB CREATION             positions to high-skill opportunities. This helps reduce unemployment and offers individuals a chance to
                              develop skills and careers.
                              Entrepreneurs are often at the forefront of innovation, bringing new ideas, technologies, and processes to
     TECHNOLOGICAL
                              the market. This not only addresses existing problems but also paves the way for technological progress
      ADVANCEMENT
                              that can transform industries.
                              Entrepreneurship allows individuals to take control of their economic destiny, fostering self-reliance and
        ECONOMIC
                              financial independence. It provides opportunities for people from diverse backgrounds, including
      INDEPENDENCE
                              marginalized groups, to participate in the economy.
Customer Segments Who are the customers? What do they think? See? Feel? Do?
Value Propositions What’s compelling about the proposition? Why do customers buy, use?
Channels How are these propositions promoted, sold and delivered? Why? Is it working?
Customer Relationships How do you interact with the customer through their journey?
Revenue Streams How does the business earn revenue from the value propositions?
Key Activities What uniquely strategic things does the business do to deliver its proposition?
Key Resources What unique strategic assets must the business have to compete?
Key Partnerships What can the company not do so it can focus on its Key Activities?
Cost structure What are the business major cost drivers? How are they linked to revenue?
Brainstorming Mashup!
                                                                         Global
   Technologies                  Human Needs
                                                                       Challenges                  An AI-powered mobile app that combines machine        Details:
                                                                                                   learning and NLP to provide personalized career
                                                                                                   counseling and mental health support for unemployed
                                                                                                   youth, addressing skill gaps and promoting lifelong
                                                                                                   learning.
Machine learning, natural    Career development, mental          Unemployment, skill gaps in the
language processing, cloud   health support, lifelong learning   workforce, access to education.
                                                                                                                                                         How It Works: Users input their academic background,
computing.
                                                                                                                                                         skills, and career goals. The app uses ML to analyze
                                                                                                                                                         job market trends and recommend personalized
                                                                                                                                                         learning paths (e.g., online courses). NLP-powered
                                                                                                                                                         chatbots offer mental health support and motivational
                                                                                                                                                         coaching.
“A set of attitudes or beliefs that you hold which shapes how you make sense of the world and yourself. It affects how you
think, feel and react in a specific situation"
How we react in the face of adversity or in a challenging situation has a lot to do with our mindset. Our mindset can
reinforce our beliefs related to ourselves and our surroundings. Having the right mindset can increase our likelihood of
realizing our potential and achieving long-term success.
 This theory was developed by renowned Stanford University psychologist Carol Dweck. It argues that it's not intelligence,
 talent or education that makes people successful. It's their mindset or the way that they approach life's challenges.
 She has divided mindset into two distinct types, growth mindset and fixed mindset.
                                        Intelligence is                   Intelligence is
                                     malleable and can be               something you are
                                     developed over time                born with, and you
                                    through hard work and               cannot do much to
                                         persistence.                       change it.
As part of your class activity, you attempted a mindset quiz. Based on the result of the quiz, please fill in the following information.
                                                                                                    I thought I had a growth mindset because I enjoy learning new skills, like machine learning, and believe I can improve through effort.
 Before the quiz, what mindset did you think you have? ___________________________________
                                               80%                                                                                                                    20%%
                                           _____________                                                                                                            _____________
                                          Growth Mindset                                                                                                           Fixed Mindset
To improve your results and achieve a greater percentage of growth mindset, what strategies do you plan to take?
Embrace Challenges: Actively seek out complex machine learning projects (e.g., Kaggle competitions) to push my limits and view difficulties as learning opportunities.
Seek Feedback: Regularly ask professors and peers for constructive feedback on my coding and problem-solving to identify areas for improvement.
Reframe Failures: Treat errors in ML models or failed experiments as chances to learn, documenting what went wrong and how to adjust.
Continuous Learning: Enroll in online courses (e.g., Coursera’s Deep Learning Specialization) to stay updated on AI advancements and reinforce my belief in lifelong growth.
Positive Self-Talk: Replace thoughts like “I’m not good at this” with “I’m not good at this yet, but I can improve with practice.”
                                                       What can I learn from this experience?             “Not achieving my goal is a chance to learn. I’ll analyze what went wrong
  “I didn’t achieve what I set out to do; I failed.”                                                      and try a new approach.”
                                                       How can I develop my intelligence?                 “Not achieving my goal is a chance to learn. I’ll analyze what went wrong
             “I just wasn’t born smart:"                                                                  and try a new approach.”
                                                       What steps can I take to improve?                  “I can’t do it yet, but with practice and guidance, I’ll get better.”
      “I can’t do it; I’ll never be able to do it.”
                                                       What resources or support can help me?             “I’m unsure of the path, but I’ll explore resources and seek mentors to
   “I don’t know how or if I’ll get there… ever.”                                                         guide me.”
                                                       How can I break this down into manageable steps?   “This course is tough, but I’ll tackle it one step at a time and seek help
   “This course is way too challenging for me”                                                            when needed.”
 An assessment center is a selection process in which individuals are evaluated through various exercises and selection
 techniques. Often referred to as an assessment day, this HR tool is used to assess candidates, particularly for hiring purposes.
 While assessment centers are typically used for senior management roles, they have become increasingly popular due to the
 rising number of applicants for single positions. Employers use this method to gauge a candidate's suitability for a specific
 job.
 During an assessment center, candidates complete a range of tasks and activities designed to reflect the responsibilities of
 the role they are applying for.
 The duration and format of an assessment center can differ depending on the role, lasting from a single day to multiple days,
 sometimes including an overnight stay.
 These assessment centers can be held in a variety of locations, such as office spaces or hotels.
                                Assessment centers are highly effective for succession planning, reducing the chance of errors and
 SUCCESSION PLANNING
                                helping to identify the right candidates for future leadership roles.
                               They highlight the talent within the company, making it easier to identify individuals suited for specific job
    IDENTIFICATION OF
                               positions.
       POTENTIAL
                                Primarily used for selection, assessment centers assist in finding candidates with the appropriate skills,
        SELECTION               ensuring the right person is chosen for the job.
       CANDIDATE               They significantly contribute to the development of candidates. The tasks and exercises conducted
      DEVELOPMENT              enhance the candidates' skill sets.
                                Assessment centers help pinpoint areas where candidates can improve, providing insight into their
     TRAINING NEEDS
                                training and development requirement.
     An aptitude test is designed to evaluate a candidate's mental ability. Since aptitude reflects an individual's natural,
     learned, or acquired capacity to perform specific tasks, these tests gauge an applicant's skills by requiring them to use
     logic to solve complex problems.
CASE STUDY
     In this approach, candidates are provided with a case study along with supporting documents for analysis. They are
     expected to thoroughly review the materials, draw conclusions, and then present a concise report. Evaluation is based
     on their problem-solving abilities and presentation skills.
GROUP DISCUSSIONS/ACTIVITIES
     In this method, a group of candidates engages in an in-depth discussion on a given topic. The purpose of the group
     discussion is to assess various skills, including communication abilities, leadership qualities, confidence, industry
     knowledge, and the ability to present logical arguments
IN-TRAY EXERCISE
     An in-tray exercise simulates a real workplace scenario used in the selection process for specific job roles. Typically
     conducted during an assessment center, it assesses a candidate's work behavior and attitudes, focusing on skills like
     time management and communication.
Components of Assessment Center
                                                                                                                   Key Takeaways
                                                                PRESENTATIONS
             Presentations are used to assess candidates' communication skills, ability to structure information, and confidence.
             Candidates are typically asked to prepare and deliver presentations on assigned topics or case studies. This method
             allows evaluators to observe how well candidates can convey information, engage an audience, and articulate their
             thoughts clearly and persuasively.
PSYCHOMETRIC TEST
             Psychometric tests provide insights into candidates' mental processes, decision-making styles, and behavioral
             tendencies, helping organizations understand how a candidate may fit into a role and organizational culture. These
             standardized tests include aptitude tests that assess logical reasoning, numerical ability, and verbal skills, as well as
             personality assessments that evaluate behavioral tendencies, emotional intelligence, and interpersonal styles.
ROLE PLAY
             Role-Playing exercises involve candidates acting out specific roles in simulated scenarios, such as handling conflicts,
             negotiating, or providing customer service. These exercises are designed to evaluate interpersonal skills, problem-
             solving abilities, and behavior in specific situations.