Model Distillation for Deep Audio Representations
Bachelor thesis investigating how large audio representation models such as BEATs can be distilled into lightweight student networks for deployment on hearable devices.
Projects
Things I've built
A collection of projects I've worked on, showcasing my skills and experience.
Drone-Based Pedestrian Tracking for City Planning
Industry project analyzing pedestrian behavior in a public square using drone footage and computer vision.
Jass Agent using Monte Carlo Tree Search
A modular Jass-playing agent combining Determinized Monte Carlo Tree Search, neural trump prediction, and rule-based heuristics. The project evaluates algorithmic tradeoffs, MCTS convergence behavior, and distributed search under real-time constraints, culminating in a competitive tournament deployment.