PPO and DDPG Algorithms

PPO experiments in LunarLander with a focus on training speed and reward stability. Compared DummyVecEnv vs SubprocVecEnv, tested entropy tuning, gravity variations, and stacked observations to quantify what actually improves learning.

HandsON Music App

Real time hand gesture control for music playback using MediaPipe hand tracking. The app is complete and includes an in page usage guide for gesture driven control.

Full Stack Web Development

Full stack Next.js project built in TypeScript with React and MongoDB Atlas via Mongoose. Includes responsive UI aligned with TH Deggendorf styling, EN and DE content switching, and role based access for Guest, User, and Admin with admin content management.