I bring 12 years of Big Tech AI execution to the table — not as a consultant, but as a technical co-thinker who has built the systems you're trying to build, at the scale you're trying to reach.
Not generic consulting — this is hands-on, technically deep, and founder-empathetic advisory. I've built personalization systems serving millions, fraud detection platforms protecting global ad ecosystems, and LLM infrastructure replacing multi-million-dollar vendor workflows. I know what production-ready actually means.
I work with a small number of founders and organizations at a time, by design. The value I provide is specific to your situation — your architecture, your data, your regulatory environment, your team. That specificity requires depth, not breadth.
I work closest to the decisions that compound: what to simplify, what to build now, and what must be designed correctly before scale makes it expensive to change.
A clear technical diagnosis founders can act on before the team spends another cycle building around the wrong constraint.
A practical architecture path that connects product ambition to systems founders can actually ship and operate.
A sharper sense of what to build, what to ignore, and where outside leverage can make the system move faster.
I advise where the product, data, and operating model have to be designed together. Each card separates the advisory focus from the applied proof: what I help founders design, and where that pattern has already been tested in a real build.
Built a bilingual voice marketplace where farmers list crops by camera and voice, buyers search conversationally, and transporters receive routed jobs.
Unified CRM, outreach, scheduling, and tracking into one operating system, with a 29-tool agent powering prospect-to-follow-up workflows.
Designed a Smart Parking Assistant where conversation, reservation, occupancy, gates, routing, and parking memory act as one physical AI system.
A deeper look at the systems behind the advisory patterns above: working products, architecture choices, and measurable operating outcomes.
Unified Go + React operating system for solo professionals, connecting CRM, outreach, scheduling, and tracking into one AI-assisted workflow. A 29-tool agent turns prospect discovery into coordinated follow-up from a shared data model.
Four-app bilingual voice marketplace for rural commerce, connecting farmers, buyers, transporters, and admins through one shared backend. Voice search, camera-based crop listing, and routed delivery workflows shipped as a production MVP.
Conversational parking system built on a Physical AI architecture, coordinating reservations, real-time occupancy, gate control, geospatial navigation, and persistent memory for drivers, fleets, accessibility users, and event parking.
Whether you're pre-product or scaling Series B, I can help you build the right AI foundation — one that will still be standing when your ambitions catch up to it.
Tell Me About Your Vision