RUSHABH PATWATKAR

B.Tech student specializing in Computer Science and Engineering with a specialization in Data Science at SRM University Kattankulathur. Aspiring to be a Data Analyst and ML developer with a specialization in Data Science. Passionate about solving real-world problems through innovative technology and committed to building solutions that create real impact.

🔹 Hand Gesture Recognition

Technologies: Python, OpenCV, MediaPipe, Random Forest, Machine Learning, Computer Vision

• Built a real-time hand gesture recognition system using Python and OpenCV.
• Integrated MediaPipe for accurate hand landmark detection and gesture tracking.
• Trained a Random Forest classifier on custom gesture data for effective gesture-based control via webcam feed.

🔹 Sentiment Analysis on Service Feedback (L&T Precision Manufacturing and Systems)

Technologies: Python, NLP, TextBlob, AFINN, VADER, NLTK, scikit-learn

• Developed a sentiment analysis tool for customer service feedback using multiple NLP libraries.
• Combined lexicon-based methods (TextBlob, AFINN, VADER, NLTK) with a machine learning model for enhanced sentiment classification accuracy.

🔹 House Price Prediction using ML Models

• Technologies: Python, scikit-learn, XGBoost, Random Forest, Pandas, Seaborn
• Developed a regression model to predict house prices using data preprocessing, feature engineering, and one-hot encoding.
• Trained and evaluated Random Forest and XGBoost models with cross-validation and visualized performance metrics.
• Generated final predictions and exported results for submission.

• IBM RDBMS Coursera course: IBM
• C programming: NIIT
• Python: udemy
• Figma workshop: Cherry network
• Machine Learning: Udemy
• Machine Learning with python: Coursera