summary.md
Seasoned Principal AI Research Engineer and Subject Matter Expert in LLMs overseeing IRAD LLM development. Over 8 years of groundbreaking AI leadership, co‑founder of WageUp and DebaterHub. Specialized in NLP, retrieval‑augmented generation, multi‑agent frameworks, and scalable AWS architectures. NSF SBIR awardee with support from OpenAI and AWS grants. Patented innovator in AI‑driven education and performance management.