Project constellation

ResMed's AI-powered digital sleep-health assistant. I was one of the engineers who built it.

Current work: modeling for comorbid insomnia and sleep apnea (COMISA).

The code behind a cited biomedical publication (Journal of Biological Chemistry, 2020).

U-Net segmentation research for musculoskeletal MRI, a three-week summer exploration in Keras and TensorFlow.

A virtual-therapist conversational agent supporting patients waiting to receive care, built with RAG, persistent memory, multi-agent architecture, and voice-to-voice interaction.

A full-stack personal AI assistant with semantic memory, five chat modes, voice in and out, and Gmail tool use over MCP, deployed end to end on EC2.

A reproducible, framework-independent simulation environment for fair agent benchmarking, not just a game.

A from-scratch 1v1 arena game where fixed-point math replaces floats so the same input tape always reproduces the same state hash, built as a foundation for future RL, not a finished game.

NEAT neuroevolution implemented from scratch in C, evolving neural nets that play Flappy Bird, Snake, 2048, and Pac-Man, with interactive replay visualizers you can run in the browser.

High-performance Bomberman-style AI simulation environment and visualizer in C17.

Frogger AI simulation environment and visualizer, a companion benchmark to AI Bomber.

A mobile extraction-shooter prototype for iOS, built in Unreal Engine 5.7 and C++.

Money-making-guide and Grand Exchange analysis for Old School RuneScape: deterministic margin analytics plus a leakage-checked ML research track on public market data.

Controlled experiments on whether ML models detect that a task is governed by a compact algorithm.

A from-scratch pygame Pac-Man testbed comparing NEAT, a prioritized-replay DQN, and an abandoned CoDeepNEAT/HyperNEAT detour.

A 16.6k-line game-automation plugin decomposed into 22 bounded services, with a versioned HTTP contract and recovery ladders.

A Windows system-tray hotkey dictation tool with a cloud Whisper API default and an optional fully local engine, built but never merged out of a feature branch.

A Django and React meal-tracking app built in about nine days: REST API design, JWT auth, and database modeling.

A Django app that uploads Amazon review CSVs and flags fraud or low-helpfulness reviews via Cohere's classification API with hand-written few-shot examples.

A pro bono website for a river-restoration nonprofit in Kota, India, built in four days and deployed to Firebase.