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caseymcgon/README.md

Hi πŸ‘‹, I'm Casey

🌎 I like data and I like this green Earth 🌏

- πŸ”‹ I'm currently working as a Battery Data Scientist at Liminal Insights where I focus on building tools to detect changes to the consistency & quality our systems' data generation
- πŸ”­ I've done this outside of work: 1. Created a state-of-the-art NLP model to predict a song's era from its lyrics 2. Created an experiment to understand how leaderboards impact one's risk tolerance
- πŸŽ“ I studied: Deep Learning w/ Natural Language Processing & Causal Inference via Experimentation during my Masters Degree at UC Berkeley (MIDS).
- πŸ‘‹ I’d love to chat about: which climate x data problems I should tackle next
- πŸ’¬ Ask me about: the best spots to camp/backpack around the Bay Area, Fantasy Football, the best '73 dead shows.
- πŸ“« How to reach me: Email: cmcgon@ischool.berkeley.edu or Linkedin: www.linkedin.com/in/casey-mcgonigle
- πŸ‘¦ Pronouns: He/Him

My Github currently contains 5 pinned projects/repos:

  1. caseymcgon/NFLPlayoffFantasyFootball(web app): (Jan 2020 - Present w/ releases each January) -- An annual side-project that automates & assigns the scoring for my family and friends' Playoff Fantasy Football Pool & presents the results

    --> Selected Skills & Tools: python, streamlit, webscraping (bs4), Regex, and pandas, Google API

  2. caseymcgon/climate-enviro-energy: (Mar 2022 - Present) -- Combined hundreds of climate-centric data sources into 1 repo to encourage data-centric understanding of & combat against climate change

  3. caseymcgon/power-forward: (Jan 2021 - May 2021) -- A capstone project focused on understanding why Electric Vehicle Charging Stations succeed or fail and ultimately mapping how well potential new stations will perform.

    --> Selected Skills & Tools: python, sklearn, Selenium webscraping, ArcGis, Flask

  4. caseymcgon/EBCE-Disconnections-Research: (Jan 2020 - May 2020) -- The Executive Summary of a Semester-long Research Project for East Bay Community Energy (EBCE). We Built ML models to discern which buildings are likely to disconnect from the electrical grid.

    --> Selected Skills & Tools: python, sklearn, matplotlib. Please note: this public repo unfortunately contains no code as that is property of by EBCE.

  5. caseymcgon/Data100GradProject: (Apr 2020 - May 2020) -- A research project investigating what fantasy basketball scores actually measure, which factors tend to influence them, and how to best predict them

    --> Selected Skills & Tools: python, pandas, & seaborn

Pinned Loading

  1. NFLPlayoffFantasyFootball NFLPlayoffFantasyFootball Public

    Freetime Project -- Webscraping, Regex, and Pandas skills mobilized to efficiently compile and manipulate NFL Playoff scoring data for family and friends' Playoff Fantasy Football Pool

    Jupyter Notebook 1

  2. climate-energy-data climate-energy-data Public

    A Repository for easy access to Climate, Environmental, & Energy Data for students in the UC Berkeley School of Information (and any others!)

    12 3

  3. power-forward power-forward Public

    Forked from JustinRWong/power-forward

    Semester-long Undergrad Class Project -- focused on understanding why Electric Vehicle Charging Stations succeed or fail and ultimately mapping how well potential new stations will perform

    Jupyter Notebook 1

  4. EBCE-Disconnections-Research EBCE-Disconnections-Research Public

    Executive Summary of a Semester-long Research Project for East Bay Community Energy (EBCE) -- Using sklearn ML models to discern which buildings are likely to disconnect from the electrical grid

  5. Data100GradProject Data100GradProject Public

    Forked from dino-ambrosi/Data100GradProject

    Undergraduate Final Class Project -- Used python, pandas, & seaborn to understand what fantasy basketball scores actually measure, which factors tend to influence them, and how to best be predict them

    Jupyter Notebook