Projects
Oraclios - AI-Powered Document Database
A sophisticated web application that enables users to create AI-queryable databases from uploaded files and media, featuring OpenAI integration, Supabase backend, and Google authentication.
Crypto Disequilibrium Detector
An automated system that detects and exploits price discrepancies across cryptocurrency trading pairs using graph theory and real-time market data.
Investment Analysis with Decision Trees
Developed a machine learning model using decision trees to analyze and predict investment outcomes for startup companies, achieving 58% prediction accuracy across multiple outcome categories.
Crypto Trading Strategies Analyzer
Developed an automated cryptocurrency trading system that implements and compares Simple Moving Average (SMA) and Mean Reversion strategies across multiple cryptocurrencies.
Stock Market Clustering Analysis
Developed a machine learning clustering system to analyze and group S&P 500 stocks based on financial metrics, identifying optimal investment clusters using K-means and the Elbow method.
Cross-Validated Model Performance Analysis
Developed a comprehensive model evaluation system using 5-fold cross-validation to analyze voter behavior prediction models, implementing multiple performance metrics and comparative analysis.
Interactive Blackjack Game
Developed an interactive command-line Blackjack game implementing complete game logic, deck management, and player-dealer interactions with dynamic scoring and ace value handling.