Architecture audit
$2,500+1–2 weeks
PDF audit report of your current AI system architecture plus a 1-hour strategy call to prioritize fixes.
- System architecture review
- Bottleneck identification
- Prioritized action plan
- 1-hour strategy call
Let's put your AI in production
Hallucinations, slow inference, wrong tool calls. I find the root cause in your system, fix it with your team, and leave evals that keep it fixed.
- Reliable answers, not hallucinations
- Faster inference without runaway cost
- Correct extractions, reliable tool calls
- Tracing that makes failures obvious
- Years shipping ML systems
- 10+
- Users served by systems I shipped
- 100M+
- Engineers trained at MLExpert Academy
- 900+
Three ways to work together
Fractional AI engineer
Best value$8,000/moMonthly
Your team has junior engineers but no senior AI architect. Embedded in Slack, one standup a week, code reviews, and the hardest 10% of tickets.
- Slack embed
- Weekly standup
- Code reviews
- 5–10 hours a week
MVP sprint
$15,000+4 weeks
A working, deployed production AI system in 4 weeks, from architecture to monitoring.
- Production-ready system
- CI/CD pipeline
- Monitoring and observability
- Handoff documentation
- Weekly calls
Before you apply
Can you help if our AI feature is already failing in production?
Yes. That is a common starting point. Work begins with the highest-impact failures and continues until they are fixed and verified.
Will you work directly with our engineers?
Yes. The work happens inside your workflow, with architecture and code reviews that unblock difficult implementation decisions.
Which option is best for ongoing production pain?
A fractional AI engineer is usually the best value when you need continuous fixes, guidance, and faster execution.