
Rahul K
@rahulk3
I build reliable Kubernetes infrastructure for large-scale AI and HPC workloads.
What I'm looking for
At Cedana, I build managed Kubernetes infrastructure for Caltech, supporting 6,000+ CPU and 2,000+ GPU workloads on EKS with cedana-cli.
I implemented spot-interruption checkpoint and restore workflows through a custom Cedana operator, improving performance by up to 80% and reducing monthly costs by more than $5,000. I also built a Rust policy engine for custom Kubernetes checkpoint and restore actions and durable heartbeat checkpoint execution through Rust microservices.
I’ve developed HPC infrastructure on EKS with Kueue and Slurm, orchestrated PyTorch and molecular dynamics/co-folding workloads, and enabled live migration for CUDA applications. I also created an H100 testing framework for Kubernetes checkpoint-restore operations across OCI runtimes.
Previously at CloudSEK, I supported releases and infrastructure for applications scanning 3,000,000 websites, maintained ArgoCD GitOps and Helm workflows, and built EKS and GKE infrastructure. I enjoy working across Rust, Kubernetes, cloud platforms, observability, and systems reliability.
Experience
Work history, roles, and key accomplishments
Site Reliability Engineer
Cedana
Aug 2024 - Present (2 years 1 month)
Built managed infrastructure for Caltech, running 6000+ CPU and 2000+ GPU workloads on EKS. Implemented spot-interruption checkpoint/restore, reducing costs by over $5000 monthly and boosting performance up to 80%.
Education
Degrees, certifications, and relevant coursework
Dayananda Sagar College of Engineering
Bachelor of Technology, Computer Science
2020 - 2024
Grade: 9.0 CGPA
Pursued a Bachelor of Technology in Computer Science, achieving a CGPA of 9.0.
Tech stack
Software and tools used professionally
GitHub
GitLab
Kubernetes
Velero
Kubecost
Jenkins
GitHub Actions
GitLab CI
DB
Django
Terraform
JavaScript
Java
Traefik
Logstash
Loki
PyTorch
Kubeflow
Kafka
Istio
Kuma
Grafana
Prometheus
Zabbix
Crossplane
Linux
Datadog
SigNoz
gRPC
Elasticsearch
Ansible
CUDA
SQL
Qdrant
Cilium
eBPF
Axum
ArgoCD
Vite
Uptime Kuma
Bash
K3s
Aqua Security
Karpenter
Wazuh
Durable
Kustomize
KEDA
Kueue
Tracee
Restate
QEMU
Availability
Location
Authorized to work in
Job categories
Skills
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