At Honchominds, I re-architected Jenkins pipelines to reduce change lead time by 35%, then migrated the Agentis platform to GitLab CI and resolved cascading pipeline failures. I also maintained a production change failure rate below 2% while reducing AWS infrastructure costs by 15%.
I’ve built and administered a self-managed 10-node Kubernetes cluster with kubeadm on Proxmox, alongside self-hosted GitLab CE and Jenkins infrastructure. Earlier, at AI Variant, I co-developed a Python and NLP resume classification engine that reduced manual screening time by 60%.

