I started in analytics consulting for Fortune 500 pharma companies — building algorithms, listening tools, and data systems before the term “AI workflow” existed. Then joined Freshworks as an analyst — spending the first two years on cutting-edge analytics for B2B SaaS at scale, before transitioning into a growth role running 70+ A/B tests on the website and honing my craft in marketing analytics to drive real incremental revenue. At Atlan, I learned what it means to truly build with AI — not just use it. I built 20+ AI-powered workflows and 40+ dashboards using n8n, Claude Code, Snowflake, and Sigma. That’s where data, GTM strategy, and revenue all collapsed into one function, and I found my footing at that intersection. Today, as a GTM Engineer at Everstage, I build repeatable AI-native revenue engines. My toolkit: Claude Code, trigger.dev, n8n, HubSpot, and Snowflake. I love operating where analytics, experimentation, and automation meet real business outcomes — and I have the scar tissue to know what works.