At Cognaize Engineering, I lead end-to-end delivery of AI-powered financial data products, from client discovery and requirements definition through model development, QA, launch, and iteration.
I translate complex client needs into software specifications, manage backlogs and roadmaps, create wireframes, and coordinate product, engineering, data science, and QA teams. My work includes prompt engineering, ontology design, model evaluation, POC delivery, client training, and release communications.
For Agent Bank Notices Automation, I helped deliver an AI framework that reduced processing time by 50% and achieved 89% model accuracy. I also led the POC for a new UCC filing-document product, resulting in a signed contract for full-scale implementation.
Previously, I managed delivery operations for 120+ analysts and developed financial-data frameworks processing more than 120,000 documents annually. I bring experience across fintech operations, financial analysis, international development projects, and distributed global teams.
