I help companies adopt AI by building the actual thing.
Not a roadmap. Not a proof of concept that dies in a demo. Production-ready AI systems, shipped by an engineer who has done it at scale for a decade.
End-to-end AI outbound for 24 SDRs across EMEA and NORAM: research → sequence → enrol. 2x open rates, 2x approved opportunities, 2 to 3 hours saved per rep per day.
Read the caseArchitected and shipped the in-app employee referral engine as Tech Lead of the Incubation team. Now the platform’s top revenue channel.
Read the caseReplaced an annual vendor translation contract with an in-house LLM pipeline. Shipped in 6 weeks. 12,000+ key-value pairs translated since Jan 2024.
Read the case
Three things I ship. One pattern of delivery.
Pick a problem. The category is just the label. The work is always the same: scope tight, ship to production, hand off so your team can run it.
A working thing in weeks, not a proof of concept that dies in a demo. Built to extend, not to throw away.
Where AI actually moves your numbers, and where it is a distraction. A plan you can ship against, not a slide deck.
AI applied to the revenue-generating side of your business. Outbound agents, lead scoring, customer engagement, sales enablement. Built into your CRM, measured in pipeline.
Most AI consultants can't build. Most builders don't get the business.
I have shipped production AI inside real companies for a decade. Search at 10M users, an LLM pipeline that cut serving cost by $337K, AI sales agents that doubled outbound conversion at LumApps, an employee referral system at Beekeeper that drives $1.5M/yr in revenue. I speak plainly, already know which questions matter, and I run toward the problem. You get the senior person, not a team of junior hands.
Behind on AI and not sure where to start?
Book a 30-minute call. I'll tell you what's worth building, what isn't, and whether I'm the right person for it.