About
I build and iterate GTM automation systems that turn raw data into reliable outbound and pipeline. The work spans Clay workflows, multi source enrichment, de duplication, QA, and clean exports into CRMs and engagement tools. I design account intelligence automations and prototype AI tools that speed up internal execution and evolve into client ready offerings. The focus is simple. Use AI, Clay, and modern GTM tooling to automate outbound, improve signal quality, and drive consistent pipeline growth.
