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saiemgilani/README.md

Hi, I'm Saiem! ML Engineer, CV

I gave a presentation on the projects below at the Carnegie Mellon Sports Analytics Conference. The paper I wrote for the conference was selected as the winner for the Data and Software contribution, Open Track for their reproducible research competition.

The conference materials can be found here:

I'm working on:

Honestly, so many sports data projects that should have only taken me a couple weeks.

Projects I contribute to:

They generally fall under the umbrella of the concept of the SportsDataverse. The general goal is to make sports data significantly more open and accessible, streamlining the process of gathering public data for research.

I have highlighted some of services we have been working on in this README. If you would like to help us in this endeavor, please feel encouraged to reach out.

Twitter Follow Twitter Follow Twitter Follow LinkedIn Follow GitHub Follow

SportsDataverse.org

GameOnPaper.com

Node.js modules

npm npm NPM

Documentation

Python Packages

PyPI PyPI - Downloads

Documentation

R Packages

Data Repositories

cfbfastR-data Card

hoopR-data Card

wehoop-data Card

pbp-data Card

Some other useful repositories:

Sports Analytics Research Papers Card

Connect with me:

saiemgilani

archived

cfbscrapR-archived Card

My GitHub stats

GitHub Streak

saiemgilani

Saiem Gilani's github stats Top Langs

saiemgilani stars from other users

Saiem's github activity graph

My preferred languages and tools:

Machine Learning/Engineering

python R pytorch tensorflow opencv scikit_learn flask scala hadoop spark hive mssql mysql sqlite postgresql mongodb redis

JS

javascript express nodejs nginx typescript nextjs react gatsby svelte jest mocha babel webpack gulp vagrant bootstrap chartjs d3js css3 html5

Cloud Platforms and CL/CI/CD

aws azure gcp heroku docker kubernetes bash circleci jenkins travisci

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  1. sportsdataverse/cfbfastR sportsdataverse/cfbfastR Public

    An R package to quickly obtain clean and tidy college football play by play data

    R 79 8

  2. sportsdataverse/hoopR sportsdataverse/hoopR Public

    An R package to quickly obtain clean and tidy men's basketball play by play data.

    R 81 19

  3. sportsdataverse/wehoop sportsdataverse/wehoop Public

    An R package to quickly obtain clean and tidy women's basketball play by play data.

    R 23 2

  4. game-on-paper-app game-on-paper-app Public

    http://www.gameonpaper.com

    EJS 33 4

  5. sportsdataverse/sportsdataverse-js sportsdataverse/sportsdataverse-js Public

    Retrieves sports data from a popular sports website as well as from the NCAA website, with support for NBA, WNBA, NFL, NHL, College Football and mens and womens college basketball,

    JavaScript 51 13

  6. sportsdataverse/sportsdataverse-py sportsdataverse/sportsdataverse-py Public

    sportsdataverse python package

    Python 77 8