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@Kamatera @CloudWebManage

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OriHoch/README.md

Hey, I'm Ori 👋

I'm an independent Developer & DevOps engineer from Israel.

I work around Kubernetes, CI/CD, infrastructure automation, data platforms, cloud tooling, AI workflows, and open data systems.

In practice, that usually means helping teams make their infrastructure more reliable, their delivery pipelines faster, their data easier to work with, and their AI/automation ideas actually usable in production.

I like boring infrastructure, useful automation, clear docs, and software that keeps working after the demo.


What I help with

  • DevOps & platform engineering
    Kubernetes, CI/CD, GitHub Actions, Docker, Helm, Terraform, infrastructure-as-code, deployment workflows, observability, and production operations.

  • Systems architecture
    Turning messy requirements, legacy systems, or growing platforms into something maintainable, scalable, and understandable.

  • AI infrastructure & workflow automation
    Helping teams build practical AI-powered workflows around LLMs, agents, internal tools, automation platforms, data pipelines, and self-hosted infrastructure — with a strong bias toward systems that are understandable, maintainable, and not just a cool prototype.

  • Data engineering & public data platforms
    ETL pipelines, APIs, data publishing workflows, CKAN, Airflow-style processing, PostgreSQL, and automation around open-data systems.

  • Developer tooling & automation
    CLIs, build tooling, workflow automation, cloud-provider integrations, internal tools, and practical glue code.

  • Technical writing & knowledge sharing
    I also write about CI/CD, build performance, Kubernetes-based processing, and developer infrastructure.


Selected public work

Public transportation data platform

I'm leading development of Open Bus Pipelines, a big-data platform for aggregating and processing real-time Israeli public transportation data.

The project includes ETL/data processing, GTFS/SIRI ingestion, Airflow-managed workflows, PostgreSQL, APIs, Docker-based development environments, and production-oriented operational flows.

Related:


Open Knesset / civic data infrastructure

I work on infrastructure and data pipelines for civic/public-data projects at Hasadna, including Knesset data processing and Kubernetes environments.

Selected repos:


Kubernetes, multi-tenant infrastructure, and open-data platforms

I manage and improve Kubernetes-based infrastructure for public-data and civic-tech projects, including multi-tenant environments, deployment automation, project-specific clusters, and infrastructure-as-code.

Selected work:


CKAN and open data publishing

I've contributed to the CKAN ecosystem and built extensions/tools around data publishing workflows.

Selected work:


Cloud infrastructure tooling for Kamatera / CloudWM

I've developed infrastructure automation tools and drivers for Kamatera, including Terraform, LibCloud, Salt, Ansible, Docker Machine, custom CLIs, and serverless/platform tooling.

Selected work:


CI/CD, build infrastructure, and developer workflows

I write and build around CI/CD, build acceleration, and Kubernetes-based processing.

Articles:


Closed-source / client work

A lot of my client work is private, but it usually falls into one of these buckets:

  • Designing and implementing CI/CD and deployment workflows
  • Improving Kubernetes environments and developer platforms
  • Building infrastructure-as-code and cloud automation
  • Debugging production issues and simplifying fragile systems
  • Designing backend/data architectures
  • Building practical internal tools, CLIs, and automation
  • Building AI-assisted workflows around existing systems and data
  • Helping teams evaluate where LLMs, agents, and workflow automation are actually useful
  • Helping teams move from “it works on one machine” to “we can operate this safely”

The public repositories here are a good sample of how I approach engineering: automate the boring parts, document the sharp edges, and keep systems understandable.


Tech I often work with

Kubernetes · Docker · Terraform · Helm · Argo · GitHub Actions · CI/CD · Python · Go · Shell · PostgreSQL · Airflow-style pipelines · CKAN · Linux · Cloud infrastructure · Open data · LLM workflows · AI agents · OpenCode · GPU workloads


Work with me

I'm available as an independent developer / DevOps consultant for teams that need hands-on help with infrastructure, automation, systems architecture, AI workflows, or data platforms.

Good reasons to reach out:

  • Your CI/CD is too slow or too fragile
  • Your Kubernetes setup works, but nobody wants to touch it
  • You need infrastructure automation that developers can actually use
  • You have a data platform, ETL system, or open-data workflow that needs to scale
  • You want to add AI to an existing product or internal workflow without turning the system into unmaintainable magic
  • You have an AI/LLM prototype and need help making it reliable, deployable, observable, and connected to real systems
  • You need someone who can move between architecture, implementation, debugging, and documentation

You can find more background on my LinkedIn profile.

Pinned Loading

  1. hasadna/hasadna-k8s hasadna/hasadna-k8s Public

    Python 12 13

  2. hasadna/open-bus-pipelines hasadna/open-bus-pipelines Public

    Python 11 8

  3. data4dappl data4dappl Public

    Jupyter Notebook 3 9

  4. Kamatera/kamateratoolbox Kamatera/kamateratoolbox Public

    Kamatera 3rd party tools and integrations

    Python 3 2

  5. CloudWebManage/cwm-cdn-operator CloudWebManage/cwm-cdn-operator Public

    Go

  6. CloudWebManage/cwm-iac CloudWebManage/cwm-iac Public

    infrastructure as code for CloudWebManage

    HCL