AI/ML Engineer & Product Manager — Stealth Startup

2024 – Present · Berkeley, CA

• Custom on‑prem ML model for real‑time conversation analysis; 10+ feature vectors (highlights/lowlights).
• LLM integration (GPT‑4, Gemini Pro) for personalized coaching in meetings and call centers.
• Collaborated with scholars in Berkeley, Europe, Asia; led interviews, PRDs/MRDs, and roadmap.

Software Engineer & Product Management Intern — Trivium

2023 – 2024 · Sunnyvale, CA

• Deployed CFO Agent & Wildfire Agent — production systems reducing analysis time by ~90%.
• Tech: Python, SQL, REST APIs, NLP, GPT‑4, Gemini, Flask, Streamlit, FastAPI.
• 15+ customer/vendor interviews; PRDs/MRDs; self‑service analytics UX design.

Database Developer — uAspire

Scholarship database; authored research on student loan debt.

Lobby Trainer — Washington Hospital

Decision‑making in emergencies; communication; service skills.