Alpha Analytics – Stock Market Prediction System, Built an end-to-end stock market prediction platform using 8 ML algorithms. Implemented ensemble learning, confidence bands, and risk metrics (Sharpe ratio, volatility). Engineered 30+ technical indicators including RSI, Bollinger Bands, Moving Averages. Deployed backend using Flask with real-time prediction APIs., LJ Innovation Village 2025, Python, Flask, Scikit-learn, Pandas, ML Models Automated Attendance System (Hackathon Project), Designed a WiFi-based attendance system using Teacher Portal & Student Portal architecture. Teacher scans classroom WiFi network to detect connected student devices via MAC address. System dynamically generates QR codes for verified students to mark attendance. Integrated ML-based attendance risk alerts using Random Forest., Python, Flask, MySQL, Nmap, QR Code, Machine Learning Legal AI Assistant Chatbot (Hackathon Project), Built an AI-powered legal assistant chatbot using Google Gemini API. Enabled legal query handling, summarization, and contextual responses. Developed backend APIs and chatbot interface for real-time interaction., JG University Internal Hackathon 2025, Python, Flask, Gemini API