Portfolio

High-performance researcher-centric Reinforcement Learning library for PyTorch built on the Functional Core, Imperative Shell design pattern (JAX/RLax style architecture).

Computational neuroscience and spatial navigation model combining Continuous Attractor Networks (CAN) and hippocampal grid cell scaffolds for spatial localization in AnimalAI environments.

A modular PyTorch suite building incrementally from vanilla Deep Q-Networks (DQN) to full Rainbow DQN (Double DQN, Dueling, PER, Noisy Nets, n-Step, C51) and NFSP.

Production-ready embeddable React agent widget that interacts with users to generate occasion-aware outfits with head-to-toe visualization, item swapping, and editorial descriptions.

Smart household pantry management & meal planning platform featuring Vision AI for receipt/fridge item extraction, YouTube recipe parsing, grocery store inventory sync, and macro tracking.

Full-stack appointment and room reservation application built for McGill School of Computer Science (COMP 307 Competition Project) with MariaDB, Express, React 19, JWT auth, and .ics calendar exports.

A Python-based Discrete Rate Simulation engine for modeling continuous supply chains, mining haul roads, crusher/mill throughputs, and Long-Haul Truck (LHT) shift optimization.

Database-driven productivity system leveraging AI to bridge unstructured human thoughts into structured, prioritized execution plans with triage queues and review workflows.

Empirical evaluation of Deep Counterfactual Regret Minimization (DeepCFR) and Neural Fictitious Self-Play (NFSP) evaluated against Rainbow DQN in Google OpenSpiel imperfect-information games.

Software system running on a custom-built Autonomous Underwater Vehicle to compete at RoboSub 2024 on behalf of McGill Robotics.

An early prototype for an online student Art Gallery for ISB, my high school.

Reinforcement learning model using TensorFlow to train a Deep Q-Network (DQN) for optimal Connect 4 gameplay.

Autonomous and driver skills code that qualified my VEX Robotics team for World Championships and achieved a top 100 global ranking.

A modern marketing landing page built for PRTNR.

A community food review website for the McGill dining halls.

A mathematically sound strategy to the dice game Mississippi Marbles using statistics and Monte Carlo simulation.