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Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor
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WilliamThyer/README.md

Hello and welcome to my github!

My name is William Thyer. I am a data scientist at a healthcare technology company. In 2023, I received my PhD in Psychology from the University of Chicago where I studied short-term memory and attention. I was a researcher in the Awh/Vogel Lab from 2018-2023. I was previously a data science intern at Spark Neuro in 2021 and at Intuitive Surgical in 2022. You can access my resume here and my personal website here. I like Python, machine learning, and cycling! 🐍🤖🚴

Here are some of my favorite projects:

Skills:

Machine learning, neural networks, data science, cognitive neuroscience, time series, computer vision, scientific writing, research, spatial data, data visualization, psychology, vision science, technical documentation, Python, Matlab.

Libraries:

Numpy, Scipy, Pandas, Matplotlib, Seaborn, Scikit-Learn, Tkinter, Fastai, tsai, tsfresh, tslearn, Pytorch, Pygame, Psychopy, OSMnx, Statsmodels, Bokeh, MNE.

Have a question? Please reach out!

Pinned

  1. CityMapper CityMapper Public

    Using OSMnx and OpenStreetMap in Python to visualize and quantify bikeability of cities.

    Jupyter Notebook 6

  2. AwhVogelLab/EEGLAB-Pipeline AwhVogelLab/EEGLAB-Pipeline Public

    A standardized pipeline for EEG preprocessing and artifact rejection using EEGLAB

    MATLAB 4 2

  3. Feature-Independent-Load-Decoding Feature-Independent-Load-Decoding Public

    Code for Chapter 2 of my dissertation. Includes "Boomerang" and "Eggtoss" experiments.

    Jupyter Notebook 3

  4. calm-hands calm-hands Public

    Calm Hands uses your webcam and AI to alert you of when you're biting your finger nails.

    Jupyter Notebook 1

  5. Thyer-et-al-2021 Thyer-et-al-2021 Public

    Analysis code for Thyer et al 2021. "Multivariate decoding of visual working memory load provides evidence for item-based pointers"

    Jupyter Notebook 2 2

  6. Vorpal Vorpal Public

    1v1 fighting game I'm developing using PyGame in Python. Currently includes basic movement, dashing, sword striking, downward air striking, shielding, knockback, i-frames, stamina, and health. Can …

    Python 2