Jay Qi jayqi

Data Science and Machine Learning

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Overview Repositories 96 Projects Packages Stars 172

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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
reprexlite: render reproducible examples of Python code for sharing

☀️ My Day Job

I'm a Principal Data Scientist and the Director of Engineering 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.

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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 10k 2.6k
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 627 88
drivendataorg/erdantic drivendataorg/erdantic Public

Entity relationship diagrams for Python data model classes like Pydantic

Python 416 30
drivendataorg/deon drivendataorg/deon Public

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

Python 310 60
reprexlite reprexlite Public

Render reproducible examples of Python code for sharing.

Python 15 1
drivendataorg/typenames drivendataorg/typenames Public

String representations of Python type annotations

Python 15 1

jayqi (Jay Qi) · GitHub