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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.

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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 visitors

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

Saiem Gilani's Projects

baseballr icon baseballr

A package written for R focused on baseball analysis. Currently in development.

cbb-npm icon cbb-npm

NPM module for retrieving college basketball data from a popular sports website

cfb4th icon cfb4th

A set of functions to analyze NCAA Football 4th Downs.

cfbfastr-py icon cfbfastr-py

A Python package to quickly obtain clean and tidy college football play by play data

cfbplotr icon cfbplotr

A set of functions to visualize college football teams in 'ggplot2'

cfbscrapr icon cfbscrapr

A scraping and aggregating package using the CollegeFootballData API

cfbscrapr-misc icon cfbscrapr-misc

Miscellaneous files for cfbscrapR (also includes work for EPA/WPA models)

chessr icon chessr

An R package designed to extract and analyse chess game data played on Lichess and chess.com

gamezoner icon gamezoner

An R package for working with NCAA Men's Basketball play-by-play data from STATS LLC's GameZone.

hoopr-py icon hoopr-py

A Python package to quickly obtain clean and tidy men's basketball play by play data.

issue icon issue

Create a simple markdown table to display current issue status of the repo

jamstackingup icon jamstackingup

an opinionated framework for making shiny applications. it's called no-shiny (aka f-shiny runtime) or in layman's terms, you know the language of the browser, javascript

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