At Staqu Technologies, I led product strategy and cross-functional delivery for LLM, RAG, Agentic AI, NLP, and Computer Vision platforms serving government and enterprise clients. I translated user problems into product requirements, evaluation plans, and roadmaps.
I built and shipped CrimeGPT, an LLM-powered RAG assistant for investigations, combining contextual search, entity extraction, and natural-language querying. It reduced investigator data-discovery time by up to 90%.
I designed an Agentic AI search platform using autonomous agents and multi-tool LLM workflows across structured and unstructured datasets, including a graph database with 850K+ nodes. I also co-developed the Smart IO Investigation Platform for OSINT aggregation, case management, and evidence correlation.
Before becoming a Product Manager, I worked in quality engineering at Staqu Technologies and Softogrid Solutions. My work included AI evaluation benchmarks, Computer Vision release testing, and human validation of AI outputs.
