Projects
A list of projects that I have been working on or built but not limited to.
Reddit Stock Sentiment Analyzer
Full-stack web app that analyzes sentiment around user-searched stock tickers on Reddit using NLP. Displays sentiment breakdown, top posts, and current market data with a dark finance-themed UI.
Flask • JavaScript • NLP • HTML/CSS • Reddit API • Yahoo Finance API
Monte-Scholes Option Pricer
Interactive Streamlit app that compares European option pricing using Monte Carlo simulation and the Black-Scholes formula. Includes GBM-based path simulation, real-time pricing, sensitivity charts, and mathematical documentation.
Streamlit • NumPy • Matplotlib • SciPy • Finance • Monte Carlo
Factor-Based Stock Screener
A dynamic financial web app that filters and ranks S&P 500 stocks based on key factors like valuation, profitability, growth, and risk. Includes real-time scoring, data visualizations, and a savings-based investment allocator.
Streamlit • Pandas • NumPy • Matplotlib • yfinance • Financial Modeling