Pinned Repositories
CAP22FA
Fall 22` Capstone Project, by Josh Ting and Alexis Kaldany
AB-Code-Big-Data-
Analyze manufacturing equipment data for Anheuser-Busch's beer can filling line.
HVAC-Monitoring
Macro to monitor and analyze buildings' performance for Boston University Sustainability.
justjoshtings
Config files for my GitHub profile.
Lunar-Landscape-Image-Segmentation
ML2 Final Project - Lunar Landscape Segmentation
ms.pacman.ai
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.
Personal-Website
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.
satellite_image_segmentation
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 flood monitoring. Developed with TensorFlow framework.
SwingTrade
Crypto trading tool
Woby-Spooky-Tales
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 downstream task of text generation. Deployed final model into a chatbot front end for human-machine interface with Flask hosted on an AWS EC2.
justjoshtings's Repositories
justjoshtings/satellite_image_segmentation
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 flood monitoring. Developed with TensorFlow framework.
justjoshtings/ms.pacman.ai
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.
justjoshtings/SwingTrade
Crypto trading tool
justjoshtings/Lunar-Landscape-Image-Segmentation
ML2 Final Project - Lunar Landscape Segmentation
justjoshtings/AB-Code-Big-Data-
Analyze manufacturing equipment data for Anheuser-Busch's beer can filling line.
justjoshtings/HVAC-Monitoring
Macro to monitor and analyze buildings' performance for Boston University Sustainability.
justjoshtings/justjoshtings
Config files for my GitHub profile.
justjoshtings/Personal-Website
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.
justjoshtings/Woby-Spooky-Tales
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 downstream task of text generation. Deployed final model into a chatbot front end for human-machine interface with Flask hosted on an AWS EC2.
justjoshtings/thisparkdoesnotexist