Aamogh Sawant

Work

Roles in software, research, and leadership.

Campus Lead

Cursor, Georgia Tech · Jul 2026–present

Campus Lead for Cursor at Georgia Tech — student outreach, campus programs, and helping students build with the AI coding agent.

Software Engineer Intern

AT&T, Atlanta · May 2026–present

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.

President

Data Science @ Georgia Tech · Sep 2025–present

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.

Undergraduate Researcher

Social Dynamics and Wellbeing Lab, Georgia Tech · Aug 2025–present

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.

Software Engineer, AI Intern

Florida Solar Energy Center (FSEC), UCF · May 2025–Dec 2025

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).

Vice President

Black and Gold Analytics · Oct 2024–May 2025

Data analytics workshops for 15+ students. Engagement system; retention up 50%.

Software Engineer, Robotics

IEEE, UCF · Aug 2024–May 2025

Autonomous navigation and visual SLAM. Sensor fusion and motion planning in Python and C++.

Software Engineer, Data & ML

NLP Logix · Jun 2023–Aug 2023

NFL play-by-play analysis in Tableau. Random forest classifier; training iterations down 30%.