Every engagement starts with a free 30-minute call. I will tell you which option fits your stage - and if none of them do, I will tell you that too.
MVP Build
From validated idea to first paying users
I take founders from a validated idea to a working product - in 3 to 6 weeks. Fixed scope. Fixed timeline. Real users on launch day. No scope creep. No disappearing. No hand-holding required.
Who it is for:
- Non-technical founders with a validated idea
- Founders who have been burned by developers and need a trusted partner
- Startups that need to launch before their runway runs out
What you get:
- Product scoping and validation check
- Full-stack AI or SaaS development
- Database, API, and auth architecture
- Deployment and launch support
- First-user iteration sprint
Expected Outcome
A working product in your users' hands. Not a prototype. A product.
AI Engineering
AI that works in production, not just demos
I build AI systems that handle real users, real edge cases, and real failure modes. RAG pipelines, LLM integrations, AI-native architectures. The gap between a demo and a production system is where most AI projects die. I close that gap.
Who it is for:
- Founders building AI-native products
- Startups adding a real AI layer to an existing product
- Companies with an AI demo that needs to become a product
What you get:
- AI product architecture and framework selection
- OpenAI, Claude, and custom LLM pipeline integration
- RAG system design and implementation
- Prompt engineering for production
- Observability, logging, and cost controls
Expected Outcome
An AI feature or product that works reliably with real users - not just in your test environment.
Technical Advisory
Strategic clarity for non-technical founders
You do not need to become technical. You need to make better technical decisions. I help non-technical founders scope ideas, evaluate developers, choose stacks, and avoid the expensive mistakes I made so they do not have to.
Who it is for:
- Non-technical founders before their first technical hire
- Founders evaluating a developer or an agency
- Startups that launched but are stuck between product and growth
What you get:
- MVP scoping and validation check before you spend a dollar on development
- Developer evaluation and hiring checklist
- Tech stack recommendation for your specific situation
- Architecture review of existing products
- Monthly advisory retainer option
Expected Outcome
Confidence in your technical direction. A clear path forward. No more guessing.
Not sure which is right for you?
Book a free 30-minute call. I will listen to where you are, tell you exactly what I would do next, and propose the right engagement - or tell you honestly if none of them fit.