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139 followers · 35 following

Achievements

Achievement: Pull Sharkx4Achievement: Pair Extraordinairex4Achievement: Starstruckx2Achievement: YOLOAchievement: QuickdrawAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx4Achievement: Pair Extraordinairex4Achievement: Starstruckx2Achievement: YOLOAchievement: QuickdrawAchievement: Arctic Code Vault Contributor

Organizations

@civictechdc @drivendataorg @puzzle-herrings

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jayqi/README.md

Hi! 👋

I'm Jay. I'm a data scientist, and I currently live in Washington, DC. I primarily do machine learning and data analysis, with some web development and devops on the side. Nowadays, I mostly program in Python, though I also sometimes use R. In a former life, I was an aerospace engineer and wrote a lot of MATLAB.

✨    Open Source Projects

Some of the open source projects I maintain include:

  • cloudpathlib: pathlib-style classes for cloud storage services
  • deon: a data science ethics checklist framework and tool
  • erdantic: entity-relationship diagrams for Python data classes like Pydantic
  • pkgnet: an R package for network analysis of R package dependencies and structure
  • quickhttp: lightweight http server with automatic port-finding and shutdown
  • reprexlite: render reproducible examples of Python code for sharing
  • spongebob: a collection of tools for creating text in moCkInG SPoNGeboB cAsE

☀️    My Day Job

I'm a Lead Data Scientist at DrivenData, where I do full-stack data science and data engineering consulting for social impact organizations.

📭    Talk to Me!

Feel free to direct-message me on Bluesky if you'd like to chat about open source, data for good, civic tech, data ethics, puzzle hunts, or anything else.

GitHub followers   Bluesky followers

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  1. drivendataorg/cookiecutter-data-science drivendataorg/cookiecutter-data-science Public

    A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

    Python 8.8k 2.5k

  2. drivendataorg/cloudpathlib drivendataorg/cloudpathlib Public

    Python pathlib-style classes for cloud storage services such as Amazon S3, Azure Blob Storage, and Google Cloud Storage.

    Python 534 67

  3. drivendataorg/erdantic drivendataorg/erdantic Public

    Entity relationship diagrams for Python data model classes like Pydantic

    Python 369 25

  4. drivendataorg/deon drivendataorg/deon Public

    A command line tool to easily add an ethics checklist to your data science projects.

    Python 293 52

  5. reprexlite reprexlite Public

    Render reproducible examples of Python code for sharing.

    Python 14 1

  6. drivendataorg/typenames drivendataorg/typenames Public

    String representations of Python type annotations

    Python 10