At IPID Tech, I designed and shipped an AI code-review agent that analyzes pull requests, flags defects and risky changes, and gives actionable feedback before human review. I also re-architected the Azure/AKS Terraform codebase into reusable modules and helped decrease platform costs by 25%.
At In The Pocket, I led a platform engineering initiative that introduced an internal developer platform and standard CI/CD stack. I owned incident response and post-mortems, rolled out incident.io, and helped improve MTTR and SLA compliance.

