SRE Consulting & DevOps Case Studies
SRE consulting outcomes from fintech, healthtech, and SaaS startups
Every engagement below is a real project. DevOps pipelines, MLOps platforms, AI-native infrastructure, and incident response systems built for startups scaling fast.
From brittle CI/CD to zero-downtime deploys
Redesigned legacy AWS infrastructure with SRE-grade CI/CD, Infrastructure as Code, and automated rollback. The team went from deployment anxiety to shipping three times a day with confidence.
AI-native ML pipeline from scratch
Built an end-to-end MLOps pipeline for fintech infrastructure: model versioning, continuous training, and drift monitoring included from day one.
SRE practice built from the ground up
Defined SLOs, built incident response runbooks, and set up on-call rotation. Incidents that used to take hours to resolve now resolve in minutes.
The incident that changed how I think about reliability forever
The story behind Coneixedor: a production incident on a 2,500-node Kubernetes cluster that revealed a gap between how enterprises and startups think about reliability — and why startups need SRE thinking more than anyone.
Ready for SRE consulting for your startup?
Book a free 15-minute SRE infrastructure audit. We'll surface your top 3 reliability risks and DevOps opportunities. No pitch, no sales rep.