Most AI startups are one traffic spike away from disaster. I help founders fix their infrastructure before it becomes the reason they lose users — fast deploys, zero downtime, and a stack that scales.
AI startups move fast and build for now. Then a launch goes viral, a tweet blows up, or you close a big deal — and suddenly the cracks appear.
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A structured process — no lengthy onboarding, no discovery theater. We start with what matters most and move fast.
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{{ s.meta }}I don't just advise — I build, deploy, and hand you something that works. Senior-level execution with no account managers between us.
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No pitch. No pressure. I'll tell you what I'd fix first and whether I can help.
Find your biggest infrastructure risks — at no cost
Tell me about your stack, traffic, cloud setup, and deployment flow. I'll identify the highest-risk infrastructure gaps and recommend the best first step. No commitment, no agenda — just clarity.
Start free. Build a solid AWS foundation. Grow with ongoing DevOps support. No long-term contracts — ever.
I've built a startup from zero. That means I've built the entire cloud infrastructure from scratch, made every cost tradeoff myself, and felt what it's like when something breaks at 2am with users waiting and investors watching.
I know the pressure. The speed. The "we'll fix it later" decisions that pile up until they explode on your best day. That's exactly why I built SurgeOps — because when your infra is on fire, you don't need a consultant who's never shipped anything. You need someone who's been in your seat.
On the engineering side: 6+ years running production infrastructure at AI and SaaS companies. Full VM-to-Kubernetes migrations with zero downtime, observability stacks built from scratch, CI/CD pipelines that go from slow and scary to fast and safe — and SRE programs I've designed and taught to 20+ engineers at a venture-backed AI platform.
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Free 30-minute infrastructure review. Tell me about your stack and I'll tell you what I'd fix first — and whether I can help. No pitch, no pressure.
Get a Free Infra Review →