Avinash Sabat
Helping financial institutions move faster and smarter in the cloud — Avinash Sabat, Cloud DevOps engineer at Synechron
New York City, New York, United States
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Avinash Sabat is a seasoned Cloud DevOps Engineer with over 14years of experience in designing, automating, and scaling enterprise platforms. At Synechron, he drives modernization efforts for financial institutions by building resilient Kubernetes environments, streamlining CI/CD pipelines with GitLab, and applying infrastructure-as-code practices using Terraform and Helm. With strong expertise across Azure and Google Cloud, he blends deep technical knowledge with practical problem-solving to deliver secure, high-performing solutions. Passionate about automation, Avinash also develops Python-based utilities that eliminate repetitive tasks and enhance developer productivity.
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Cold-Starts, Be Gone: Async Image Pre-Pulling on GKE for Faster Spin-Ups & Lower Cost
Cold-starts on GKE waste time and money by pulling images at the worst moment. I’ll demo a pluggable FastAPI background service that discovers top app versions, resolves base images, and drives a DaemonSet with per-image init containers to pre-warm every node—fully async, cache-aware, RBAC-scoped, and toleration-ready. Designed for today’s GKE stack, it plays nicely with Gateway API, KEDA (event-driven scale), and Cilium/eBPF dataplanes, and can complement OCI lazy-pull strategies. The result: noticeably faster pod startups, fewer burst-time failures, and leaner capacity planning.
Avinash Sabat
Helping financial institutions move faster and smarter in the cloud — Avinash Sabat, Cloud DevOps engineer at Synechron
New York City, New York, United States
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