Rahul K

Site Reliability Engineer @ Cedana (YC S23)

I specialize in DevOps, platform, systems and HPC engineering, I've helped companies scale to 10,000+ CPU and GPU workloads. I love tinkering with low-level Kubernetes and designing platforms in Go and Rust.

On the side, I run nixos as my daily driver with neovim and qtile TWM. I love playing bullet chess (rated around 2000). I read about handwriting analysis and philosophy when the time permits.

Experience

Aug '24 – Oct '26
Remote

Cedana

Site Reliability Engineer

  • Built Cedana-managed infrastructure for Caltech through cedana-cli, running 6,000+ CPU and 2,000+ GPU workloads on EKS.
  • Redesigned plugin binary distribution in Rust to go through S3 via an API, saving $12,000+ a year. The change needed linked refactors across 6+ repos. I added CRC32 checksum verification and fixed CI network regressions with S3 signed URLs.
  • Led the design of Slurm restore observability: a SPANK-spawned Go monitor tracks CRIU restores and reports profiling stages.
  • Led the migration of the legacy Go backend to Rust, and a full refactor of the Kiota-generated propagator SDK.
  • Owned the Rust policy engine that runs custom checkpoint/restore actions on Kubernetes and Slurm, with SQL-based throttling.
  • Designed cgo SPANK hooks and signal traps for preemption-driven Slurm checkpoint/restore, plus the Ansible installer.
  • Built a Kubernetes operator that streams Vector.dev metrics to ClickHouse. Hive pathing cut payloads from 4 MB to 24 KB and RAM use from 80% to 20%.
  • Engineered an H100 end-to-end testing framework for Kubernetes checkpoint/restore across OCI container runtimes.
  • Deployed EKS Karpenter through CloudFormation, with custom-AMI GPU node pools that scale to zero on weekends.
  • Ran ML/LLM workloads (vLLM, SGLang, OpenCode, PyTorch, co-folding) on Kubernetes with live CUDA checkpoint/restore.
Feb '24 – Aug '24
Bengaluru

CloudSEK

DevOps Engineer

  • On call for core product releases. Built the infrastructure for applications that scan 3,000,000 websites.
  • Maintained the ArgoCD GitOps workflow, Helm monorepo, KEDA and GitLab CI pipelines for prod and staging.
  • Set up Grafana, Zabbix, Lambda and SigNoz alerts to Slack, and PagerDuty call alerts for Uptime Kuma.
  • Implemented a Wazuh SIEM architecture for SOC 2 compliance. Migrated legacy EKS clusters to GKE with Velero.
Jul '23 – Feb '24
Bengaluru

CloudSEK

DevOps Intern

  • Set up a Kubernetes-based Qdrant installation for ML applications, and added Kubecost for cluster cost visibility.
Jun '23 – Jul '23
Remote

Audio AI

DevOps Intern

  • Built AWS infrastructure for MLOps, with Jenkins master-agent CD that ships models in Cog containers.
Mar '23 – Jun '23
Remote

Muziriz Tech

Software Developer Intern

  • Explored ways to trace HTTP/HTTPS with eBPF and worked on Aqua Security's Tracee, raising HTTPS coverage to 70%.
  • Measured and optimized the performance of Logstash and Filebeat.

Skills

languages RustGoCC++PythonBashSQLTypeScript
systems KubernetesDockerSlurmcontainerdgVisorSlinkyslurm-bridgeKueueKEDACRIUQEMULinux
infra AWSGCPTerraformArgoCDCiliumPrometheusGrafanaOpenTelemetry

Projects

Honors & community

Education

2020 – 2024
Bengaluru

Dayananda Sagar College of Engineering

B.Tech, Computer Science · CGPA 9.0