Services
AI consulting services
I work on a focused set of problems where engineering depth makes the difference between a proof-of-concept and a system you can stand behind.
AI Feature Development
You want to add AI to your product — a copilot, a workflow automation, a smart assistant. I design the integration, connect it to your existing systems and APIs, and build it to production standards.
What you get
A working feature your team can maintain, with clear documentation and a rollout plan.
RAG and Knowledge Systems
You need AI that searches, summarizes, or answers questions from your own data. I build the retrieval pipeline using your existing data sources, evaluate quality, and make sure it holds up as data changes.
What you get
A reliable retrieval system with quality benchmarks and alerting — not just a pipeline that works on day one.
Production Readiness and Architecture Review
Your AI project is running but something feels fragile. I review what you have, identify the real risks, and give you a concrete plan to address them.
What you get
A written assessment with prioritized recommendations — not a sales pitch for more work.
Delivery Rescue
You're weeks into a build and it's not going well. Scope has crept, stakeholder confidence is down, or the architecture took a wrong turn.
What you get
An honest assessment of what's salvageable, a reset plan, and hands-on help to execute it.
Ongoing Technical Advisor
You don't need full-time help, but you want a senior engineer available to review decisions, unblock the team, and catch problems before they compound.
What you get
A set number of hours per month, direct access, and fast turnaround on questions.
Typical engagements run 4–12 weeks. Async-first by default. Not sure which fits? Let's talk →
Ready to talk?
If you're dealing with a specific problem — or you're not sure yet whether what you're building is going to hold up — I'm happy to spend 30 minutes on a call to find out.
No sales process. Just a conversation.