At Vismerch, I led delivery of a distributor-data intelligence platform and built a provenance-tracked pipeline for reports from four distributors. Its entity-resolution system raised store match coverage from 1% to 61%, with human review required for every AI match.
As a self-employed Lead AI Agent & Full-Stack Engineer, I designed and operated an eight-agent system on AWS Bedrock AgentCore that handles about 90% of inbound lead conversations. I also built guardrails including idempotency keys, agent kill switches, fallback routing, and automated conversation audits.
I led a document-generation pipeline that turns one email into a formula-driven Excel workbook and a 16-slide PPTX in about seven minutes. I also engineered a governed knowledge platform with cited content, human approval, and a custom MCP server.
At Valuemetrix, I built the data and AI layers of an investment research platform, delivering its MVP in about eight weeks. Earlier, I developed content, outreach, financial analytics, and SaaS automation products using tools such as PostgreSQL, Node.js, React, and Python.
