CTO at JHFit · Product Engineering Lead
I build and operate products across web, mobile, backend, and cloud, turning customer needs into working software and reliable business workflows.
- JHFit: Leading FitBridge, a fitness-center operations SaaS covering reservations, payments, settlements, and training records.
- Previously: Led store-management data integration and automation at Concheese, and a four-person product team at Portzone that built three services with 22,000+ cumulative registrations (as of March 2026).
I build AI development harnesses and business ontologies that connect business rules, code, and tests. My focus is making AI-assisted work verifiable, from product data extraction to regression checks.
M.Eng. in Data Science & AI, Sogang University (2026). Researched retrieval and reasoning failures in RAG for financial numerical reasoning.
Current stack: TypeScript, React, Flutter, NestJS, PostgreSQL, AWS, Python.