Ship Production AI Systems. Fast.

I help teams go from AI prototype to production system. Architecture, implementation, testing, and deployment. No fluff, no 6-month timelines.

From Prototype to Production - AI system transformation diagram

I am not a generalist.

I specialize in production AI systems. If your problem doesn't involve LLMs, RAG, agents, or ML infrastructure, I'm not your person. Here's the filter:

I don't do

Generic software development
Data dashboards or BI
ML research or paper writing
Staff augmentation for non-AI work

I do well

RAG systems that actually work in production
AI agent architectures with guardrails
LLM evaluation and monitoring pipelines
Local-first AI deployments (llama.cpp, vLLM)
Vector DB selection and optimization

How We Work Together

Three engagement models. Pick the one that matches where you are.

Architecture Audit

From $2,500

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

MVP Sprint

From $15,000

A working, deployed production AI system in 4 weeks. From architecture to monitoring.

Production-ready system
CI/CD pipeline
Monitoring & observability
Handoff documentation
Weekly calls

Fractional AI Engineer

$8,000/mo

Your team has junior engineers but no senior AI architect. I join your Slack, attend 1 standup/week, do code reviews, and handle the hardest 10% of tickets.

Slack integration
Weekly standup
Code reviews
5-10 hrs/week commitment

Why Work With Me

800+

Engineers trained through MLExpert Academy

10+

Years shipping ML systems in production

300+

In-depth technical tutorials published

100%

Focus on production, not prototypes

Let's Build

Tell me about your project. I'll get back to you within 48 hours.