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kmcelwee/README.md

Hello! My name's Kevin πŸ‘¨πŸ»β€πŸ’»

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.

πŸ“ˆ Data Journalism

πŸ€– Twitter bots

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  1. dpinney/coopforecast dpinney/coopforecast Public

    Electric Utility Load Forecaster Application

    CSS 3 1

  2. fortune-100-blm-report fortune-100-blm-report Public

    Analysis of Fortune 100 twitter data

    Jupyter Notebook 1 1

  3. reddit-says-aww reddit-says-aww Public

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

    Python 21 3

  4. mondrianify mondrianify Public

    A pipeline for turning images into paintings by Piet Mondrian

    Python 5

  5. WhoPaysWriters WhoPaysWriters Public

    A data scrape and analysis of WhoPaysWriters.com

    Jupyter Notebook 6 1

  6. multiplicative-persistence multiplicative-persistence Public

    An algorithm for multiplicative persistence research

    Python 3