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ejones18/README.md
Medium LinkedIn Meetup

'Ey up, I'm Ethan! 👋

name: Ethan Jones
location: South Yorkshire, UK
role: Data Science Platform Architect @ Microsoft UK
community: Lead @ Yorkshire Azure User Group
focus:
  - Industry-specific ML pipelines on Azure Machine Learning
  - Uncertainty quantification & conformal prediction
  - Integrating productionised ML models with agentic solutions via MCP servers
  - Researching and developing agentic MLOps

🛠️ Tech stack

Python Azure Azure ML Docker Git GitHub Actions
TensorFlow Jupyter VS Code Pandas PowerShell Bicep


🚀 Featured open-source contributions


✏️ Latest blog posts

Recent article #1 Recent article #2 Recent article #3 Recent article #4

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  1. Azure-Samples/AzureML_industry_labs Azure-Samples/AzureML_industry_labs Public

    A collection of industry-focused Azure Machine Learning samples

    Python 3 1

  2. Azure-Samples/multi_env_mlops Azure-Samples/multi_env_mlops Public

    Enterprise MLOps on Azure ML - three-environment model promotion (dev/test/prod) with Bicep IaC, shared ML Registry, identity-based auth, and GitHub Actions CI/CD (OIDC).

    Jupyter Notebook 2 3

  3. Azure-Samples/AI-Gateway Azure-Samples/AI-Gateway Public

    Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀

    Jupyter Notebook 946 476

  4. microsoft/vision-explanation-methods microsoft/vision-explanation-methods Public

    Methods for creating saliency maps for computer vision models.

    Python 44 15

  5. autoresearch-foundry autoresearch-foundry Public

    A Foundry-based implementation of Karpathy's AutoResearch

    Python 1 1

  6. python-for-data-science python-for-data-science Public

    A repository of all the content for the 'Python for Data Science' minicourse as part of the AI bootcamp

    Jupyter Notebook 3 13