Campus Lead
Campus Lead for Cursor at Georgia Tech — student outreach, campus programs, and helping students build with the AI coding agent.
Roles in software, research, and leadership.
Campus Lead for Cursor at Georgia Tech — student outreach, campus programs, and helping students build with the AI coding agent.
Backend REST microservices for real-time fraud detection on Cricket Wireless — 10,000+ daily transactions at sub-250ms p95. Event-driven pipelines that moved scoring from batch review to inline checks for account-takeover, payment, and signup fraud; cut scoring latency 40% under production traffic.
Shipped the Hacklytics platform end to end for 1,500+ participants — registration, team formation, check-in, submission, and judging. Built a real-time judging and scoring engine across hundreds of teams and dozens of judges. Launched Query, the club’s Next.js / TypeScript / tRPC / Drizzle ops platform for a 1,000+ member org. Noted as a Hacklytics director in UF Statistics press.
End-to-end SFT + DPO fine-tuning for a mental health detection model — data prep, training, and evaluation driving results in a paper submitted to EMNLP. NLP over 1M+ Reddit posts for training and preference datasets; FAISS retrieval over millions of embeddings for low-latency semantic search.
AI-assisted knowledge extraction for photovoltaic research — schema-constrained LLM extraction with LangChain and Pydantic (+63% structured accuracy, −42% hallucinations vs baseline prompting). Fine-tuned models with Ollama, Hugging Face Transformers, and LoRA for structured pulls from dense PV academic text (OSF AZP68).
Data analytics workshops for 15+ students. Engagement system; retention up 50%.
Autonomous navigation and visual SLAM. Sensor fusion and motion planning in Python and C++.
NFL play-by-play analysis in Tableau. Random forest classifier; training iterations down 30%.