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Achievement: StarstruckAchievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO

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safoinme/README.md

Safoine El Khabich

ML/AI Engineer with Platform expertise — building durable infrastructure for ML and agent systems

Core maintainer at ZenML for four years, working at the intersection of Machine Learning, platform engineering and lately AI Agents. My days move between Kubernetes, observability, and durable execution — and lately, a lot of agent infrastructure.

Now — hardening Seshat's deep research engine (100+ checkpoints per run, 14 agents, Logfire observability).

🛠 Currently building

  • ZenML — core maintainer. MLOps orchestration for production ML and agent pipelines.
  • Kitaru — durable execution SDK for agentic workflows Built on ZenML.
  • Seshat — multi-agent deep research reading platform. Checkpointed pipelines, Chain-of-Verification, freshness-first retrieval.

🧰 Tech I reach for

Languages  Python · Go · Bash
AI         PydanticAI · Claude Code · MCP · vLLM · SGLang · Triton
Platform   Kubernetes · EKS · Terraform · KServe · Envoy Gateway · OpenTelemetry

📝 Writing

I publish at safoine.com/blog — notes on agent infrastructure, durable execution, MLOps at scale, and build-in-public retros. Recent threads usually surface on LinkedIn and X first.

🤝 Say hi

safoine.com X LinkedIn Email

Open to chats on MLOps, agent infra, durable execution, or Kubernetes in general. Reach out at safoinme@gmail.com or safoine.ext@zenml.io.

Tidy laptop, messy desktop — still my slogan.

Pinned Loading

  1. zenml-io/zenml zenml-io/zenml Public

    ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

    Python 5.4k 610

  2. MLStack-Kubernetes-Argo-Docker-Git-DVC-MLFlow-KServe MLStack-Kubernetes-Argo-Docker-Git-DVC-MLFlow-KServe Public

    This Repo is demo of the MLStack project that include multiple open source MLOps library in one pack! this repo is only for demo

    10 1

  3. Automatic-Number-Plate-Recognition Automatic-Number-Plate-Recognition Public

    This repository for project that can Automate Number Plate Recognition (ANPR) in Morocco Licensed Vehicles. 💻 + 🚙 + 🇲🇦 = 🤖 🕵🏻‍♂️

    Python 22 2

  4. U-Net-Cell-Blood-Segmentation-with-PyTorch-Flask U-Net-Cell-Blood-Segmentation-with-PyTorch-Flask Public

    U-Net Cell Blood Segmentation with PyTorch & Flask

    Python 9 5

  5. hamzaraouzi/CNN_architectures_pytorch hamzaraouzi/CNN_architectures_pytorch Public

    convolution neural networks pytorch

    Python 5 4

  6. Version-controllers-Git Version-controllers-Git Public

    This repo is made as result of the work done for a giving presentation about version controllers and git.

    6 1