Dear Boss,

After 5 long years I changed team & position.

From E2E Digital Customer Relationship Advanced & AI in Global Marketing to Advance Analitycs in Finance Intel Operations.

From Fullstack Developer Leader to Machine Learning Engineer.

Thank you Adam Przadka & Michal Taraszewski for giving me this opportunity.

I am grateful for your trust in me. I will not disappoint you.

I would like to share my challenges on new position.

responsiblities

  • quide & guard in writing clean, quality, functional & OOP code with tests
  • support data governance
  • develop & propagate automation & workflow

toolset:

  • pandas
  • pyspark
  • databricks
  • databricks workflow
  • mlflow
  • pytests for datascience

draft: todo in git:

  • convention of “dirty” commit, presents
  • github
    • design flow, dev -> preprod -> prod,
      • convention of multi-dev environments to tests on env
    • branch, commit governence
    • monitoring commits&branches, use github cli
      • working for github enterprise https://docs.github.com/en/enterprise-cloud@latest/github-cli/github-cli/about-github-cli
      • installations https://github.com/cli/cli#installation,
        • wsl https://www.windowscentral.com/how-use-github-cli-app-windows-and-wsl
    • forcing people on commits&branches convention git hooks https://itnext.io/using-git-hooks-to-enforce-branch-naming-policy-ffd81fa01e5e
  • databricks + github https://docs.databricks.com/en/repos/index.html

ideas

  • TODO: post about it “data sajentiści to artysci” - data science guys are artists, some summary of work
  • Thanks Adam Gorgon for quotes “Better not write OOP code than write it wrong”

challlenges

  • new role:
  • new theory
  • new tools
  • new people, besides Greg Banda & Gui <3
  • move to the office
  • today I go sleep 12AM!

achievements

  • 7 days of blogging

learning

  • [databrics][shorcut] Python code formatting in databricks, black: Ctr + Shift + F
    • https://www.databricks.com/blog/2023/01/30/introducing-upgrades-databricks-notebooks-new-editor-python-formatting-and-more

Thanks for reading this ❤️

Love,

Kamil Kulig

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