Build an AI product, not just an AI demo.
I take an AI idea and ship the whole product around it: model, data, UI, auth, billing, and infra, so it is something people can actually pay for.
What AI Product Development involves
A working AI demo and a real AI product are very different things. The product needs accounts, billing, rate limits, a UI people understand, data pipelines, evaluation, and infrastructure that stays cheap as you grow. I build all of it.
I have shipped AI-powered products end to end, including TutorialSearch, which indexes and semantically searches 50,000+ tutorials. I know where AI products get expensive and slow, and how to keep them fast and profitable.
What you actually get
Proven AI product
I built TutorialSearch, an AI search product indexing 50,000+ tutorials, solo and end to end.
The whole product
Not just the model call: auth, billing, dashboards, and the boring parts that make it real.
Unit economics that work
Caching and right-sized models so each user is profitable, not a loss.
A good fit if
- Founders with an AI idea who need it built and launched, not just prototyped
- Teams turning an internal AI tool into a sellable product
- Anyone who needs one person who can own the model, product, and infra
What is included
- Product and technical scoping for the AI use case
- LLM features: RAG, agents, or generation, evaluated for quality
- Full app: auth, billing, dashboards, and admin
- Cost-efficient inference and caching architecture
- Deployment to fast, scalable edge infrastructure
- Handover docs and a support window
How it runs
A calm, predictable process
No surprises, no black box. You see a live URL from week one.
- 01
Scope
Define the smallest AI product that proves the value.
- 02
Build the core
The AI feature against real data, evaluated for quality.
- 03
Wrap the product
Accounts, billing, and UI so it is sellable.
- 04
Launch
Shipped, monitored, and ready for real users.
Typically built with
Proof, not promises
All work →
Questions, answered
Related services
Often paired with
Available for new work
Have an AI idea?
Tell me what you want to build. I will scope the smallest version that proves it.