LLM Training & RLHF Alignment
Evaluating complex model outputs, prompt engineering, error detection, and reinforcement learning alignment based on Turing S2 benchmark standards.AI Product Strategy (AIPM)
Bridging AI research and production deployment — defining product scope, user interaction models, and agentic LLM architecture.Full-Stack AI Application Delivery
Integrating custom LLMs, vector search (Pinecone/Supabase), and streaming APIs with high-performance Next.js 15 frontends.