At Frienzy Corporation, I shipped a compliance Q&A RAG assistant for loan officers that handles more than 400K monthly queries at under 200ms p95 latency. I built its document ingestion and retrieval pipeline, source-cited answers, and audit trail for regulatory review.
I also designed multi-step AI workflows for income verification and fraud-signal aggregation, and architected a SOC 2-compliant mortgage document agent. Confidence-based human review helped reduce manual processing time by 61% and time-to-close by three weeks per application.
Across my work at GabbySoftware, WillowTree, Intellectsoft, and Google, I’ve built software for property management, education, recruiting, and clinical data. I’ve also developed backend services, mobile features, and LLM-powered products, including a research-agent proof of concept.
