Work with me

Work with me

I help founders and small teams turn a messy problem into a shipped, measurable product. Contract projects, part-time product help, or a full-time role.

Hayward, SF Bay Area, California, USA · Remote or on-site

What I can help with

Each offer comes from work I have already shipped, so you can check the evidence before we talk.

01 · AI builds

AI prototype to working MVP

You have a workflow that should use AI. I define the job it needs to do, build a working version, and add checks for when the AI should say it is not sure.

You get

  • Problem brief and success criteria
  • Working prototype (FastAPI or Next.js, LLM workflow)
  • Evaluation set and a list of known limits
  • Handoff notes your team can build on

Evidence: CrediClip, irha.ai, and the AI assistant on this site

02 · Discovery

Product discovery and requirements

I talk to the people doing the work, find what actually slows them down, and write it up so engineering can build the right thing first.

You get

  • Interview synthesis with quotes and patterns
  • PRD with scope, edge cases, and success metrics
  • Prioritized roadmap with the reasoning shown

Evidence: Blue Ocean estimator and AtlasNova AI research

03 · Analytics

Analytics and decision models

SQL and Python analysis that ends in a decision: what to price, how to staff, which variant to keep, and what the data cannot tell you yet.

You get

  • KPI, funnel, and conversion analysis
  • Pricing, staffing, or optimization models
  • Experiment design and a plain-language readout

Evidence: Blue Ocean staffing model, MrBeast engagement analysis, and Raasta experiment

04 · Launch

Launch and go-to-market materials

Positioning and materials that help buyers understand a technical product quickly, from booth to sales call to investor meeting.

You get

  • Positioning and messaging
  • Launch kit: brochures, datasheets, social plan
  • Sales or investor deck

Evidence: Analogic AVA launch and Deel growth proposal

How a project works

No surprises on scope or price.

  1. Intro call30 minutes on what you are trying to change and how you will know it worked.
  2. Written scopeDeliverables, timeline, and price agreed before any work starts.
  3. Weekly check-insSomething working to look at every week, not just status updates.
  4. HandoffCode, docs, and a clear list of what is left to do.

Have a project or a role in mind?

Tell me what you are working on. If it is not a fit, I will say so and point you somewhere better. You can also use the “Ask my AI” button on this page to ask about any project first.

Book a 30-minute call Send a message [email protected]