Projects

Selected work in machine learning, systems programming, and hackathons.

Machine Learning

SCARCE-CXR

Self-supervised Cross-domain Adaptation for Rare Clinical Entities in Chest X-Rays. Training classification models on as little as 23 labelled examples.

PyTorch, ResNet, MoCo v2, DINO, BarlowTwins, SparK
Hackathon

🏆 Argus

Real-time intelligence platform that visualizes 20,000+ world events on an interactive 3D globe featuring an AI Copilot that analyzes how they directly impact you.

AWS S3/EC2/Postgres, Playwright, FastAPI, React, Three.js
Hackathon

🏆 Sonify

Stereo encoding engine that maps metrics to distinct acoustic spaces. Lets users hear their data.

ElevenLabs, Backboard IO, Shopify CLI
Developer Tools

PaperTrail$

AI agent that keeps track of your job applications and syncs them to Google Sheets.

Python, Google Cloud Platform, SQLite, cron
Hackathon

Hawking.ai

Neuro-linguistic interface that lets speech-impaired individuals speak without assistance through EMG signals and AI.

OpenBCI, NumPy, FastAPI, React, Typescript, Gemini
Hackathon

🏆 ReelJobs

"Instagram reels" app that gamifies job applications, letting users swipe, search semantically, and apply with the help of an AI agent.

FastAPI, React Native, MongoDB, Gemini, DigitalOcean
Machine Learning

Ryan-GPT

Complete language model with simulated distributed training, inference, and deployment pipeline.

Python, PyTorch, CUDA, Triton, JAX
Systems Programming

RZ-Rust-OS

Operating system implementing boot, memory management, file system, and hardware interrupts.

Rust, x86_64 Assembly
Developer Tools

Google TabSync

Share one window across devices; same tabs, scroll position, and video timestamps.

JavaScript, Python, Flask, SQLite
Desktop Application

NBA Desktop Widget

Rebuilt the Real app but on desktop and made extremely lightweight.

Python, PyQt5, nba_api