Projects
Systems, experiments, and things I've built
Projects
Real implementations, experiments, and technical work. Each project showcases different aspects of software engineering, ML research, and hardware integration.
CelloFlow
Python TensorFlow Computer Vision Bioinformatics
Advanced cell flow analysis platform using deep learning for automated cell classification and quantification. Combines computer vision and bioinformatics to streamline laboratory workflows and improve diagnostic accuracy.
Chinese Checkers AlphaZero
Python PyTorch Reinforcement Learning MCTS
Implementation of AlphaZero-style reinforcement learning for Chinese Checkers. Features self-play training, Monte Carlo Tree Search, and neural network policy/value evaluation. Interactive web interface for playing against trained agents.
Back Pain Exercise Program
React Next.js Physical Therapy
Evidence-based exercise program for managing and preventing back pain. Includes video demonstrations, progress tracking, and personalized routines based on pain patterns and mobility assessments.
Judo Technique Database
Hugo Markdown Video Analysis
Comprehensive database of judo techniques with detailed breakdowns, video analysis, and training progressions. Organized by skill level and includes competition analysis and common mistakes to avoid.
Hardware & Embedded Systems
Arduino Raspberry Pi C++ IoT
Collection of hardware projects including sensor networks, automation systems, and custom peripherals. Focus on practical solutions combining software and physical computing.
3D Printed Keyboard Case
CAD 3D Printing Mechanical Design
Custom-designed keyboard case optimized for ergonomics and aesthetics. Features modular design, integrated cable management, and parametric customization options. Includes STL files and assembly instructions.
Chinese Checkers AlphaZero
Python • PyTorch • Reinforcement Learning • MCTS • React • WebSocket
A reinforcement learning implementation of AlphaZero for Chinese Checkers with an interactive web-based game interface