Projects & Research
My latest work in AI, Web Development, and Software Development.
NHL Goal Prediction System
Developed an expected goals (xG) prediction pipeline using XGBoost and deployed a full-stack inference system on Google Cloud.
Safe Autonomous Driving MPC
Built a two-stage Model Predictive Control (MPC) architecture for safe autonomous driving in dynamic urban environments.
RL for Industrial Control
Implemented advanced continuous-action RL algorithms (PPO, TD3, REINFORCE) for industrial control tasks (flash clay calciner).
Sondi
Developed a secure full-stack polling application enabling users to create, share, and vote on surveys with real-time result visualization.
PageRank Optimization
Optimized PageRank for large graphs using sparse matrices, reducing complexity from O(n²) to O(n).
OnlineShop
Front-end implementation of an interactive e-commerce website.
Personal Website & Portfolio
Personal portfolio website showcasing academic projects, technical skills, and professional experience.
Technical Skills
