GithubHelp home page GithubHelp logo

Hello! My name's Kevin 👨🏻‍💻

I earned a degree in Music at Princeton in 2018 and soon after discovered programming through data journalism. For two years, I worked for electric utilities, buiding models that increase efficiency on the grid; then for two years, I returned to Princeton as a programmer on staff, writing software for professors and students. I moved to Boston in 2022 and now work at AWS, helping build a cloud-based file system called FSx.

Check out my repos that explore...

⚡ The Energy Sector

Partnered with rural utilities, national labs, and the Department of Energy, I studied how deep learning can be used to predict energy consumption. Increasingly accurate energy predictions can help utilities save a lot of money through a process called "peak shaving." Read about my deep learning research.

After utilities showed more interest in my research, I partnered with Burt County Public Power and NRECA to build a web app that automatically draws in weather data and load data every day to generate a forecast. Check out the product we built.

📈 Data Journalism

🤖 Twitter bots

Kevin McElwee's Projects

2020-spotify icon 2020-spotify

A dataset of Spotify data from the three 2020 Democratic candidates for President.

brown-analytics-redirect icon brown-analytics-redirect

Using GitHub Pages' HTTPS enforcement to overcome issues with GoDaddy redirects. Read the blog post at this repo's website to understand how the repo works.

florida icon florida

A "Florida Man" data set, analysis, and web app.

fsi-web-scraping-seminar icon fsi-web-scraping-seminar

A collection of web scraping case studies, exercises, tutorials, and resources for the 2021 FSI summer course Humanistic Approaches to Media and Data.

load-forecasting icon load-forecasting

A collection of tools for predicting energy consumption and peak shaving under uncertainty.

mondrianify icon mondrianify

A pipeline for turning images into paintings by Piet Mondrian

pemm-jupyter icon pemm-jupyter

Notebooks to help with the completion and analysis of the PEMM database for @Princeton-CDH

reddit-says-aww icon reddit-says-aww

A bot that posts the top-rated content from the r/aww subreddit to Twitter

russia_viz icon russia_viz

Visualizing the Russia Investigation (Data from PBS NewsHour)

sco-missing-data icon sco-missing-data

Exploratory notebooks for research into the Shakespeare and Company dataset generated by the Center for Digital Humanities @ Princeton

scrabble icon scrabble

An analysis of what Scrabble tile values make the game more fair

scrabble-stats icon scrabble-stats

A quick analysis of tile placement popularity, from a collection of around 7k computer v computer Quackle games.

tsp icon tsp

Recursive kmeans clustering as a traveling salesperson heuristic

watermelon-ipsum icon watermelon-ipsum

A dummy text generator based off the New York Times article stating that watermelons were found on Mars.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.