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Hi šŸ‘‹, I'm Thomas Gust

Currently attending high school in Seattle. Interested in deep learning, data science, and bioinformatics.

thomasgust

thomasgust

  • šŸ”­ Iā€™m currently working on Molecumixer, a project which uses graph neural networks to generate, and analyze the properties of bioactive molecules.

  • šŸŒ± Iā€™m currently learning cellular biology, bioinformatics, omics, R

  • šŸ’¬ Ask me about: graph neural networks, pre-training, underwater robotics, segmentation, data science/analysis, web automation, deep learning, bioinformatics, computer vision

  • šŸ“« How to reach me [email protected]

I'm currently in 9th grade attending high school in Seattle. I learned how to code during all of my free time during the pandemic. I haven't used GitHub nearly as much as I should have over the years. A lot of the projects I have completed have pretty much just sat on my local computer. Over the next few weeks, I am going to attempt to upload a bunch of these projects to different repositories and work on my code documentation and structure. I aim to use GitHub a lot more in the future! Hopefully some of the stats you see below will improve a little after I add more stuff here. I will also link my accounts on other platforms and socials after they are a bit more fleshed out. In the mean time, if you want to get in touch with me, feel free to use the email below! My apologies for any terrible README's or code documentation, I will try to fix this soon.

Languages and Tools:

arduino bash blender bootstrap css3 django flask git html5 javascript opencv pandas python pytorch qt scikit_learn seaborn selenium sqlite tailwind tensorflow typescript unity unreal

thomasgust

Ā thomasgust

thomasgust

The programming breakdown above is a little misleading. I primarily program in python. When I was learning Javascript however, I dealt with a project which involved editing the source of a large Javascript library, which makes it look like I have written way more Javascript than I actually have.

Thomas Gust's Projects

botsigner icon botsigner

A sign language recognition webapp I created with my code from the first Google Isolated Sign Language Recognition Competition on Kaggle where it scored 72/1165. The app was my final computational thinking project in 8th grade.

dqns icon dqns

Code from around 2022 when I was starting to explore Deep Q Networks and reinforcement learning. Horribly unorganized just like everything else on my GitHub right now. Files should get cleaned up soon.

facialrecognition-webapp icon facialrecognition-webapp

Facial recognition SAASGo Webapp. Created as a joke project, please don't deploy in real life as that would be highly unethical. A good example of one-shot image classification.

flappybird icon flappybird

Yet another python FlappyBird clone. I believe I made this while following a TechWithTim Youtube series when I was learning the basics of PyGame in 6th-7th grade.

flasksocketiovideostreaming icon flasksocketiovideostreaming

A simple example of using flask-socket-io to livestream processed video within a flask application (without WebRTC)

goldencross icon goldencross

This repository hosts some of my first (and only), algofinance code. It implements a simple golden cross trading strategy with help from yfinance.

greencheck icon greencheck

Web Interface for the Greencheck and IP2CO2 APIs from The Green Web Foundation. Environmental Science 9 Solutions Project.

labougie icon labougie

They banned candles in language classes :( The only logical solution is to create a fake candle in PyGame.

learningbioinformatics icon learningbioinformatics

Set of scripts as I learn basic, generally not AI related bioinformatics techniques. Most code was written for problems in various Coursera bioinformatics specializations. I will continue to update this repository as I complete more work.

learningjavascript2020 icon learningjavascript2020

This repository contains code from when I started learning JavaScript for the first time in 2020.

learningselenium icon learningselenium

In this repository, you can find code from when I was first learning Selenium back around 2021-2022. It contains some basic image scraping utilities that can be used to create computer vision datasets.

maskdetector2021 icon maskdetector2021

A simple, high accuracy, AI powered mask detection web app running on Streamlit. Preprocessed data files are not included so code will likely break, if you want those files, feel free to reach out.

mendelian icon mendelian

A script for simple mendelian genetic simulation. This could be loosely considered my first ever 'bioinformatics' project. Developed in a day for fun as part of my 8th grade science class.

mlplayground icon mlplayground

This repository contains code from when I was first learning the basics of machine learning and AI back in 6th and 7th grade. It is horrifically organized right now and that is something I hope to work on in the future.

molecumixer icon molecumixer

Very incomplete right now, pretrained ARGVAET system for generating, classifying, and predicting the properties of molecules. I couldn't upload the dataset or checkpoints due to size constraints.

narcissus icon narcissus

This repository was created as toy project after uploading a proper GitHub readme. It uses Selenium to constantly reload a users profile page, making their view counter go up and up.

nuclear-weapons-analysis icon nuclear-weapons-analysis

This is a repository with the code I wrote for the Applications of the Derivative Project for Honors Accelerated Calculus I.

pygame-snake-demo icon pygame-snake-demo

A simple implementation of the classic snake game, utilizing pygame and python

pymuse icon pymuse

PyMuse is a python tool to generate music and art with the help of artificial intelligence.

soilingnet icon soilingnet

This repository is for the SoilingNet Project. Soiling Net is an AI model to analyze soiling and power loss on photovoltaic panels, with the ultimate goal of making solar panel maintenance easier for everyone.

superbasicapps icon superbasicapps

Some of the first python code I wrote. This repository contains a simple GUI arithmetic calculator, and the classic random number guessing game.

transformertranslators icon transformertranslators

This repository contains code from back when I was first learning about attention based models. It uses transformers trained on the Multi30K dataset for natural language translation.

triton icon triton

Repository for the Triton Underwater Robotics Team. Missing a lot of code right now deployed to pis and arduinos, more will be here soon.

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