Projects
ModulaRL: Reinforcement Learning Library
An open-source, modular reinforcement learning library designed for rapid prototyping and reproducible experimentation. Built with PyTorch and designed for extensibility.
Diet Recommendation System
A personalized diet recommendation web application orchestrating front- and back-end services. Reached over 20,000 unique users and earned 250+ GitHub stars.
Photo Enhancer App
A web application featuring manual and RL-based editing with color histograms for photographers. Achieved state-of-the-art RL methods in tonal adjustment on the MIT-Adobe FiveK dataset.
Beam Pattern Reinforcement Learning
Reinforcement learning algorithms to optimize adaptive beamforming in mmWave and THz MIMO systems. Published in IEEE Transactions on Communications.
Emergent Flocking with Reinforcement Learning
Trains a Deep Double DQN agent to exhibit emergent flocking behavior (cohesion, separation and alignment).
pyBanania
A faithful Pygame recreation of the classic 1992 Windows 3.x game "Banania". Includes full game logic, sprite handling, and PyInstaller executable generation.