Projects
A collection of my technical projects
🤖 Machine Learning & AI
RedTeam Llama
Python PyTorch HuggingFace
Adversarial Jailbreaking Framework — Developed a modular framework to evaluate LLM safety through adversarial scenarios, achieving 75% ethical alignment improvement in Llama-3.2 via supervised fine-tuning.
BON Gemma Jailbreak
Python PyTorch HuggingFace
Best-of-N Jailbreaking Research — Recreated Anthropic’s BON jailbreak paper on Google Gemma-3-1b, conducting experiments with adversarial prompts for N up to 5000.
NanoGPT Philosopher
Python PyTorch Transformers
GPT Built from Scratch — Trained NanoGPT from scratch on 50,000+ pages of Immanuel Kant’s works using PyTorch, achieving perplexity score of 1084 on philosophical content.
Hearsay
Python Selenium Eleven Labs Web Extension
🏆 Dubhacks AI’23 - 2nd Place Winner — AI-powered browser extension enabling voice-command navigation and text-to-speech, increasing accessibility feature usage by 30%. Going from screen reader to agent.
⚙️ Systems Programming
MonkeyLang VM
Rust Systems Programming Assembly
High-Performance Language VM — Enhanced interpreter performance by 15% through bytecode optimization in Rust with comprehensive unit testing.
Husky Hold ‘Em
Go Docker Python
Algorithmic Poker Tournament Platform — Built poker interface in Go for bot tournaments, with Python-simulated gameplay logic and Docker containerization for participant code execution.
uDub Search
Python PHP NLP Collaborative Filtering
Reddit Search & Recommendation System — Improved search accuracy by 20% for 4,500+ University of Washington subreddit posts using NLP and collaborative recommendation techniques.
🏢 Other
Multi-Model Options Pricing Simulator
Python Streamlit MongoDB
Advanced Options Analytics Dashboard — Comprehensive pricing tool implementing Black-Scholes, Heston, Jump Diffusion, and Monte Carlo models with interactive PNL heatmaps and Greeks visualizations.
BetterBoxd
Swift iOS Realm Auth0
Social Movie Review Platform — iOS app for movie discovery and reviews, increasing user engagement by 40% through Realm data management and Auth0 authentication.
Styled
React Native Expo TypeScript Computer Vision
Sustainable Fashion Assistant — Mobile app generating outfit suggestions using computer vision, boosting user engagement by 25% while promoting sustainable fashion choices.
Slate
PostgreSQL AWS React
Production Management Tool — Developing comprehensive management platform for small film productions and creative projects.