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AI Consulting

Transform your great engineers into great AI engineers.

I help companies turn prototypes into production systems. Your existing team can become AI experts with the right frameworks and guidance. Measurable improvements in 2-3 months.

1000+ engineers trained | 6M+ monthly downloads (Instructor) | 11k+ GitHub stars

Book a 30-min Strategy Call Email me directly


Select Clients

Client Contact Industry
Zapier VP of Product Automation
HubSpot GM Sales & Marketing
Limitless AI CTO AI
Weights & Biases CTO ML Infrastructure
Modal Labs CEO Cloud Computing
Pydantic Creator Developer Tools
Timescale VP Product Database
Raycast Team Developer Tools

Also: Tensorlake, Trunk Tools, New Computer, Enterpret, Naro, Sandbar, Dunbar, Bytebot, Kay.ai, Galileo, Distributional


What I Do

Rapid Prototyping & Validation Turn AI concepts into working prototypes in days, not weeks. Validate technical feasibility and business impact before committing to full development.

Agent Systems Architecture Design autonomous AI workflows that handle complex, multi-step processes. From simple automation to sophisticated reasoning systems.

Document Extraction & Processing Build robust pipelines that transform unstructured documents into structured data. Handle edge cases and maintain accuracy at scale.

Systematic Experimentation Establish frameworks for continuous improvement. Design experiments, measure impact, and optimize AI applications for business outcomes.

Hands-on Skills Transfer Pair programming and intensive training that builds permanent capabilities. Your engineers learn to own and extend the systems.


What You Get

You get independence, not dependencies. You get capabilities, not ongoing contracts.

When our engagement ends, you'll have:

  • Continuous improvement processes - Feedback loops that transform user interactions into measurable enhancements
  • Accelerated experimentation cycles - Transform weeks of testing into days, enabling 3-5x faster iteration
  • Data-driven prioritization - Systematic methods to identify the highest-impact opportunities

What Clients Say

"Jason gave our AI product the horsepower it needed. He's a pro if you need real results fast."

Taylor, Head of Product at Zapier

"Working with Jason has helped improve the Bytebot product tremendously. Met Hamel Husain at a Replicate meetup earlier this year, and within a few minutes we were walking through evaluation set examples."

Carl Atupem, CEO at Bytebot

"Jason helped us break down our vision into actionable steps, providing clear recommendations on the best models for each use case. His guidance gave us a tangible roadmap."

Team at Camu (a16z backed)

"Full-stack AI-business guidance in a box. The value went beyond just product acceleration."

Christian, Founder at Dunbar

"Brought a wealth of experience and understanding that helped us develop better ideas and move faster. 100% worth it."

Avthar, Lead PM at Timescale

"Definitely speak with Jason if you're doing RAG or semantic search. Amazingly helpful."

Luke, CEO of Kino AI


Investment Options

Monthly Advisory: $19,500/month Weekly strategy sessions, unlimited access, for teams with ongoing needs.

For larger engagements, my minimum is $80,000. Email me to discuss.


Ready to Start?

Book a 30-min Strategy Call Direct Question? Email me


Need something more focused? Check out my RAG course for specific implementation techniques.