My Project Journey
A chronological showcase of my technical projects and achievements
Skin Lesion Classification
Medical AI system that achieved high accuracy in detecting malignant skin lesions. Built a robust CNN using machine learning techniques that can distinguish between benign and cancerous skin conditions with remarkable precision, potentially saving lives through early detection.
Skills & Technologies
Pairs Trading Algorithm
Quantitative trading system that identifies statistical arbitrage opportunities in financial markets. Implemented cointegration analysis, risk management protocols, and backtesting frameworks to create a robust algorithmic trading solution.
Skills & Technologies
TECS Winner 2024
Detailed Piano teaching assistant that provides real-time performance analysis. Built a system that processes live MIDI data, compares it against musical scores, and provides instant feedback on accuracy, timing, and technique.
Skills & Technologies
40 Yard Dash Analysis
Developed a computer vision system using OpenCV and machine learning algorithms that can automatically measure 40-yd dash split times from the comfort of your own home. This technology can help coaches evaluate and train athletes more effectively.
Skills & Technologies
Semiconductor Yield Analysis
Created an intelligence system that leveraged machine learning to predict semiconductor production yields using Logistic Regression. I also researched the process of manufacturing integrated circuits.
Skills & Technologies
Population Prediction
Demographic forecasting system that combines multiple machine learning algorithms to predict population trends with accuracy. Implemented time-series analysis, regression models, and ensemble methods to create a robust prediction system.
Skills & Technologies
Matchsticks Puzzle Solver
Trained a Random Forest Classifier that could predict the winner of a matchsticks puzzle to near 100% accuracy.
Skills & Technologies
Fibonacci Sequence Analysis
Mathematical exploration that reveals the patterns and properties of the Fibonacci sequence. Explored creating visually appealing graphs as well.