AYUSH MOKAL
+919076461221 | ayushmokal50@gmail.com | LinkedIn | Github
CAREER OBJECTIVE
As a fresh Data Science graduate, I'm passionate about machine learning and data analysis. I aim to apply my education in a
corporate setting, focusing on data exploration, mining, statistical analysis, and visualization. Skilled in uncovering insights for
informed decisions, I also bring leadership, problem-solving, and strategic thinking abilities.
PROFILE SUMMARY
● Proficient, in using SQL for query languages.
● Experienced with Python programming.
● Got a five star gold batch in HackerRank for Python and SQL
● Skilled in data processing tasks such as data cleaning, correlation analysis, imputation, visualization, feature scaling and
dimensionality reduction using tools like Scikit Learn, Pandas and NumPy.
● Built predictive models using Logistic Regression, Naive Bayes, SVM, Random Forest, PCA, K means clustering and
hierarchical clustering.
● Applied and tuned models using Grid Search and Randomized Grid Search for machine learning tasks.
● Knowledgeable in TensorFlow, Keras and PyTorch for deep learning applications including ANN (Artificial Neural
Networks) CNN (Convolutional Neural Networks) LSTM (Long Short Term Memory) and Gradient Descent
optimization techniques.
● Experienced in Computer Vision techniques with web scraping with Beautiful Soup.
● Familiar with statistics concepts such as Probability theory Hypothesis Testing methods like Z test and T test.
● Proficient, in creating data visualizations using Power BI Desktop and Tableau software.
ACADEMIC PROFILE
● Bachelor of Science in Computer Science from Pillai’s College of Arts, Science and Commerce
(Panvel) – 2023
● XII: Changa Kana Thakur Jr. College, Panvel – 2017
● X: New Horizon Public School, Panvel – 2018
EXTRACURRICULAR ACTIVITIES
● Represented School Badminton Team At DSO
● Head of Musical Department at NHPS
TECHNICAL SKILLS
● Python Programming.
● SQL Programming.
● Statistics Fundamentals.
● Machine Learning with Python using SciKit Learn, Pandas, Matplotlib, and Seaborn.
● Data Visualization with Power BI and Tableau.
● Advanced ML and Deep Learning Fundamentals using TensorFlow, and OpenCV, NLP.
PROJECTS
ChatBot for Comprehensive PDF Content Analysis:
Developed an AI-powered chatbot for extracting and analyzing PDF content using NLP and ML techniques.
Description:
● Automated PDF text extraction.
● Text embeddings for semantic search.
● QA system with LangChain and OpenAI.
● Interactive UI with Gradio.
Next Word Prediction:
The aim of this of this project to guess the next word for the previous word typed before using LSTM
Description:
● Data sourced from Internet in form of text from Speeches, WhatsApp Chats, Tweets, Peoms.(5182 words)
● Used libraries: Scikit-Learn, Pandas, Numpy, Seaborn and Matplotlib.
● Performed data preprocessing by tokenization, normalization and padding.
● Model Metrics: Got a accuracy of 94% over 100 epochs.
Air Canvas using Computer Vision:
Air Canvas is a virtual painting application that helps the user to draw on screen virtually just by waving their finger
fitted with coloured caps in the air without touching the screen.
Description:
● Developed a hand-tracking paint app using OpenCV, NumPy, and MediaPipe.
● Users paint with finger movements and select colors from on-screen buttons.
● Implemented a clear button to erase the canvas.
CERTIFICATIONS & ACADEMIC ENDEAVOURS
● Post Graduation in Data Analytics and Machine Learning from Imarticus Learning, Thane. (2023-24)
● HackerRank Certification in SQL (Advanced), July 2024
● HackerRank Certification In Python(Basic), July 2024
PERSONAL SKILLS
● Demonstrate a strong power of analytical reasoning
● Strong communication skills – Develops and maintains two-way communication.
● Collaborative. Able to work well with a range of people both within and outside of the organization.
● Exhibited strong work ethic, organization and time management skills by successfully managing co- curricular
leadership positions in School and College levels.
PERSONAL INFORMATION
Date of birth: : 15/04/2002
Languages known : English (R/W/S), Marathi (R/W/S), Hindi (R/W/S)
Hobbies : Music, Playing badminton, Competitive Gaming
