Quick Intro¶
I’m Jason Liu — independent consultant, ML engineer, angel scout for a16z, and creator of Instructor. I help teams ship and improve AI features that work in production.
- Consult · AI strategy, RAG architecture, evaluation
- Teach · Cohort courses & workshops on RAG
- Write · Practical essays on building AI systems
Consulting¶
I partner with startups and scale‑ups to move get their production deployments in order.
| Client | Contact | Industry |
|---|---|---|
| Zapier | VP of Product | Automation |
| HubSpot | GM | Sales & Marketing |
| Enterpret | CTO | Analytics |
| Tensorlake | CEO | Data |
| Limitless AI | CTO | AI |
| Trunk Tools | VP Eng | Construction |
| Naro | CTO | Sales & Marketing |
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Course: Systematically Improve Your RAG¶
A 6‑week, hands‑on program that teaches you to: 1. Pinpoint bottlenecks
2. Build repeatable eval loops
3. Ship measurable gains fast
Next cohort: May 2025 · Applications open
Past Students (selection)¶
| Org | Industry |
|---|---|
| OpenAI | AI Research |
| Anthropic | AI Research |
| Search & Cloud | |
| Microsoft | Software & Cloud |
| Salesforce | SaaS CRM |
| Amazon | E‑commerce & Cloud |
Free 6‑day crash course
Full syllabus
What Others Say¶
“Jason’s frameworks turned theory into repeatable practice.” — Anthropic
“Full‑stack AI‑business guidance in a box.” — Dunbar
“Gave our product the horsepower it needed.” — Zapier
AI Job Board¶
Well‑funded startups hiring ML & AI engineers:
Connect¶
Less hype, more results.