Automating Delivery Systems

Manish designs delivery workflows that remove manual release steps and shorten feedback cycles. At MapUp, he parallelized multi-region deployments and cut release time by 80%. At profound.me, he built a GitHub Actions pipeline that made voice-agent deployments automatic. His work starts with the dependencies in the release path, then restructures execution around repeatable automation.