Your AI product works
until it doesn't.
AI Quality Assurance for high-growth startups that can't afford to find out from users.
You launched an AI feature. Users love it. Then someone finds a prompt that breaks it. Your chatbot hallucinates. Your model drifts and no one notices. Most AI teams don't know their product is failing until users complain.I help you know first.
This is for you if...
Building reliable AI products is hard. Do any of these sound familiar?
Fear of Hallucinations
You've seen the screenshot. Your AI said something unhinged in prod. You laughed it off, but now every release makes you anxious.
Unclear Quality Metrics
Your dashboard is full of numbers. None of them tell you if your AI is actually getting better or quietly getting worse.
Tedious Manual Testing
You're the QA team. You run the same prompts by hand before every deploy. It's not scalable and you know it.
Need QA Leadership
You need someone who owns quality end-to-end — but a full-time hire is premature. You're stuck in the middle.
Core Services
A comprehensive approach to quality and analytics, tailored for high-growth AI startups.
Know when your AI is failing — before your users do
Custom eval frameworks, automated smoke tests, and hallucination detection. Converting technical metrics into business outcomes.
Understand what's actually working
Analytics infrastructure (Amplitude, Mixpanel, GA) set up correctly, with dashboards that mean something to stakeholders.
Ship with confidence
End-to-end testing for multi-step AI workflows, RAG pipeline edge cases, and validating updates across LLM version drift.
How We Work
- SpeedEngagements start within 1 week. No bloated onboarding or junior teams.
- Direct ExpertiseOne-on-one engagement with a lead who has handled millions of DAUs at scale. Not a rotating cast of contractors.
"Before building QA systems for AI products, I was an Assistant Professor of Mathematics. That background isn't a footnote — it's how I approach every evaluation framework I build."
Background & Credentials
I bring 8+ years of experience building quality systems and analytics. Previously at AwareX, I architected Amplitude setups for Tier 1 clients with millions of daily active users, reducing release cycles by 85% through optimized QA.
Let's Talk Quality
Book a 30-minute call. No pitch, no pressure. Just a focused conversation to determine if I can help you ship faster and safer. We'll know if it's a fit within 15 minutes.