At nrev.ai, I help build and ship an AI-native GTM platform, from discovery and PRDs through launch and iteration. I helped ship the company's MCP server, exposing 40+ tools to Claude, Cursor, and internal agents; a customer's first workflow deployment went from 2 days to under 1 hour.
I launched nRev Agents for research, qualification, and nomination, using structured outputs, evaluations, and a maker–checker review pattern. Agent task success rose from 58% to 91%, hallucinated firmographics fell 76%, and support tickets about agent output dropped 40%.
I also launched the GTM Jobs board, which earns 22K+ Google impressions per quarter with zero paid spend, and built an internal customer-tracking dashboard that replaced spreadsheet reporting. I evaluated and integrated enrichment vendors, lifting verified-email coverage from 61% to 88% while cutting cost per enriched contact 34%.
Before nrev.ai, I was a DevOps Engineer at The Infinity Solutions, where I owned the deployment platform and helped establish AWS hosting environments. I migrated releases to Jenkins, Docker, and GitHub Actions, moving the team from weekly to daily shipping and cutting failed deploys 45%.
