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justjoshtings/README.md

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Data Scientist and Data Engineer

Leveraging my background in tech, clean energy engineering, and data science/machine learning to drive solutions in climate and sustainability.

Learn more about me and my work at my personal website.

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  1. ms.pacman.ai ms.pacman.ai Public

    Trained a reinforcement learning agent to play the Atari 2600 game of Ms. Pac-Man. Built a web-app to live stream gameplay with TCP/IP in real-time with Flask as the app interface.

    Jupyter Notebook 3 1

  2. Woby-Spooky-Tales Woby-Spooky-Tales Public

    Human-machine interactive storytelling engine fine tuned for horror genre stories. Trained with GPT transformer architecture variants using PyTorch on custom corpus, scraped from Reddit, for the do…

    Python

  3. satellite_image_segmentation satellite_image_segmentation Public

    Experimented with a U-Net variant to perform pixel wise multi-class classification to segment high resolution satellite imagery into land use types with potential applications in deforestation and …

    Jupyter Notebook 25 5

  4. Lunar-Landscape-Image-Segmentation Lunar-Landscape-Image-Segmentation Public

    ML2 Final Project - Lunar Landscape Segmentation

    Jupyter Notebook 1

  5. alexiskaldany/CAP22FA alexiskaldany/CAP22FA Public

    Fall 22` Capstone Project, by Josh Ting and Alexis Kaldany

    Python 1

  6. Personal-Website Personal-Website Public

    My personal website built from scratch. Spun up my own VM server and coded the frontend using HTML, CSS, JS, and served through Python Django.

    CSS 1