Senior software, applied AI, real traction.
I help AI founders ship the right thing fast—MVPs that earn usage, integrations that scale, and MLOps that won’t wake you at 3am.
- Scope to first revenue signal
- Ship a clickable or code prototype
- User tests + iteration loop
- OpenAI, Anthropic, local LLMs
- Embeddings, RAG, agents, tools
- Latency, evals, cost controls
- ETL, feature stores, vector DBs
- Prompt & model versioning
- Observability + safety rails
- Async job queues & streaming
- Caching, edge, GPU scheduling
- SLOs, monitoring, on-call setup
Services for AI entrepreneurs
Book a call →- Scope to first revenue signal
- Ship a clickable or code prototype
- User tests + iteration loop
- OpenAI, Anthropic, local LLMs
- Embeddings, RAG, agents, tools
- Latency, evals, cost controls
- ETL, feature stores, vector DBs
- Prompt & model versioning
- Observability + safety rails
- Async job queues & streaming
- Caching, edge, GPU scheduling
- SLOs, monitoring, on-call setup
Selected work
Start a project →Built a RAG system over niche PDFs with guardrails, delivered a demo that closed a 5-figure pilot.
Integrated tool-using agent for triage + suggested replies; added eval harness and cost ceilings.
Moved from keyword search to hybrid dense retrieval with fallbacks and freshness weighting.
How we’ll work together
We crystallize a narrow user journey that proves value quickly—then build backwards from it.
Clickable Figma or working code within the first week to get real feedback early.
Instrument usage, run evals, and tune prompts/models weekly to move the only metric that matters.
Add tests, alerts, docs, and lightweight processes so your team can run without me.
Practical, proven stack
Have an AI product to ship?
Let’s scope the smallest high‑leverage bet and get you real user traction in weeks, not quarters.
FAQs
Fixed-price sprints for MVPs, then weekly retainers. Clear scope, no surprises.
Yes—happy to embed with your engineers, product, and design, or run independently.
Absolutely. I craft tight demos, live scripts, and metrics slides that resonate with investors.
Work-for-hire with mutual NDAs. Code repos and infra live in your org from day one.
Let’s talk
Tell me about your users, your wedge, and what you’d like to ship in the next 30 days.