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asmxtaa/README.md

Hi, I'm Asmita Mandal

B.Tech in Computer Science & Engineering | 4th Year @ KIIT
Bhubaneswar, India | Originally from Kolkata
AI Engineering | Backend Development
Currently exploring Generative AI, LLMs, Agentic Workflows, and Scalable Backend Systems
Always building something new and solving real-world problems with tech


🛠 Technical Toolbox

Languages: Python, C, Java, JavaScript, TypeScript, HTML/CSS, R
Tools & Frameworks: TensorFlow, Keras, OpenCV, DeepFace, Pandas, NumPy, Selenium, Postman, Power BI, MongoDB, Git
Concepts: DSA, OOP, SDLC, Compiler Design, OS, TCP/IP
Databases: MySQL, MongoDB, RDBMS
Technologies: Machine Learning, Deep Learning, Generative AI, LLMs, APIs, Data Mining, Data Warehousing
Soft Skills: Communication, Teamwork, Problem Solving, Leadership, Creativity, Presentation


Projects

GenAI-Powered Automated Test Debugger

Tech: Python, Selenium, MongoDB, LLaMA3 (via Ollama), Streamlit

  • Created a self-healing AI debugger that fixed 85% of failed Selenium selectors using GenAI.
  • Built a Streamlit dashboard for real-time test monitoring and logging.

Face Recognition & Emotion-Age Detection

Tech: OpenCV, DeepFace, Haar Cascade

  • Built a GUI-based face recognition system with emotion and age prediction.
  • Achieved 92% recognition accuracy and enhanced UX by 60%.

BeatsFinds – Genre Classifier

Tech: TensorFlow, Keras, MFCCs, CNN

  • Classified 10K+ audio tracks across 10 genres using deep learning.
  • Boosted performance with audio augmentation and tuning.

Weather Dashboard

Tech: JavaScript, TypeScript, OpenWeatherMap API

  • Developed a dynamic dashboard with a 7-day forecast and fast API querying.

Professional Experience

Project Intern – TCS (May 2025)

  • Automated test failure diagnosis using GenAI + Selenium, aligning solutions with project QA standards.

Industry Trainee – Hyland Software (May 2024)

  • Collaborated on Agile projects, working across software development and QA teams.

Leadership & Volunteering

  • Technical Fest Organizer: Led 5 major tech events with 1000+ participants.
  • Assistant Coordinator @ Binary Boppers (Dance Society): Directed 20+ shows and university-wide fests.
  • Volunteer @ NSS: Conducted outreach programs impacting 200+ lives.

Certifications

  • AWS Cloud Foundations, Web Dev (Udemy), Problem Solving (HackerRank)
  • Generative AI (Google Cloud x EduSkills)
  • Business for Good, Corporate Governance, Ethical Decision Making (Coursera)

Let’s Connect!


Currently exploring AI Engineering, LLM-powered tools, and backend automation. Let’s build something impactful!

Pinned Loading

  1. FaceOMeter FaceOMeter Public

    Python

  2. My-Portfolio My-Portfolio Public

    TypeScript

  3. Netflix-Analysis Netflix-Analysis Public

  4. WeatherProjectAPI WeatherProjectAPI Public

    TypeScript