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Andrew Underwood's Projects

dsp icon dsp

Metis Data Science Bootcamp - Official Prework Repository

gdrnpp_bop2022 icon gdrnpp_bop2022

PyTorch Implementation of GDRNPP, winner (most of the awards) of the BOP Challenge 2022 at ECCV'22

project_dd icon project_dd

(In-Progress) Optimized an eCommerce supply chain (30 drones, 1250 orders, 10 warehouses, and 400 unique products) by utilizing linear programming to minimize the time to complete all order deliveries. Tools: Python, PuPL, Glob, Google OR-Tools, Google Cloud, Matplotlib, Numpy, and Pandas

project_ggj20 icon project_ggj20

(In-Progress) Created the game "Kintsugi" for the 2020 NYC Global Game Jam (Theme: Repair). Kintsugi is a zin 3D puzzle game for Mac and PC, where players can relax and repair broken pottery. Tools: Unity, C#, and Blender

project_mym icon project_mym

Combined computer vision techniques and convolutional neural networks to accurately classify chess pieces and identified their location on a chessboard. Tools: Python, Google Cloud, Keras, TensorFlow, OpenCV, Pillow, Scikit-learn, NumPy, Seaborn, and others

project_pearls icon project_pearls

project_perals utilizes Facebook's Spark AR platform to place "stickers" (smiles, frowns, etc.) on a person wearing a mask

project_rb icon project_rb

Created a summarization of a book's positive and negative Amazon reviews by using natural language processing, topic modeling, and unsupervised learning techniques. Tools: Python, AWS, MongoDB, NLTK, SpaCy, Scikit-learn, Tableau, and others

project_tsify icon project_tsify

Recommended songs by implementing supervised classification techniques on music and user data from KKBOX, one of Asia’s leading music streaming service.

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