Open to MLOps / Platform roles

MLOps. Platform. Engineer.

Askhat Seitenov: DevOps + MLOps + AIOps × Security. I build the paved roads that models and services ship on.

Askhat Seitenov with subtle cybernetic implants, dissolving into a pixel mosaic
FOCUSThe fog doesn't
hide the truth.
move · scroll to focus
Askhat Seitenov portrait
ClassPlatform Engineer
FocusMLOps · GitOps
GuardCloud-native sec
BaseUSA
02 / Operator profile

The ghost in
the platform.

  operator@askhat: ~

I design and run internal developer platforms on Kubernetes: GitOps delivery with Argo, policy-as-code with Kyverno, eBPF networking with Cilium, and observability with Prometheus and OpenTelemetry, all behind a Backstage portal.

That platform is where ML workloads live: reproducible pipelines, versioned artifacts, progressive model rollouts and drift/latency telemetry on the same alerting as every other service.

Security is a layer, not a phase: an M.S. in Cybersecurity, CEH, Security+ and KCSA mean supply chain, admission control and runtime posture are designed in.

03 / Signal path

Commit to
model in prod.

Every arrow is Git-driven, policy-checked and observable. Hover or tap a node.

BUILDRECONCILERUN · OBSERVE Git repocode · data · model CI / Jenkinstest · build · scan Registryimages · models Argo CDGitOps sync KubernetesCilium · Kyverno Model servingcanary · rollback Backstageself-serve portal Terraform·AWSinfra as code Prom · OTelmetrics · drift
Git-driven flowControl-plane linkRelease in flight
04 / Capability matrix

Six systems. One platform.

05 / Credential vault

22 certs. Verifiable.

INTEGRITY VERIFIEDSHOWING 22/22LATEST JUL 2026

06 / Academy

Three degrees. Still compiling.

Every school is a capsule wired into the same mainframe. Two links are still streaming.

An operator in a silver suit sits cross-legged on a white platform, wired by glowing cables to glass capsules holding the Stanford Engineering, MIT Professional Education, WGU and Monroe College logos
07 / Mission log

Where the shell ran.

$ git log --graph --oneline career
  operator@askhat: ~/career
Open channel

The fog doesn't hide
the infrastructure.

Hiring for MLOps, Platform Engineering or cloud-native security? Let's talk.

Connect on LinkedIn
0 CertificationsCNCF · AWS · LF · EC-Council
0 DegreesM.S. Cyber · MBA · B.Eng.
0/13 Stanford unitsAdvanced Software Systems
Security-firstKCSA · Kyverno · Cilium · CEH