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Music by AI

Fine tuned an LSTM-based Generator with hinge loss + PatchGAN-style discriminator using piano-roll representation of the MAESTRO data set.
PyTorch
Python
Cuda
GenAI
NumPy
Keras

JeoPlit

A full stack web application that takes a quizlet link and outputs a jeopardy game. Uses web scraping and includes ability to save sets.
React
JavaScript
MongoDB
Authentication

Recommendation System

Use 11 GB of unprocessed data to design an anime recommendation system given a users last 10 watches.
PyTorch
Pandas
Python
RNNs
Hackathon

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Second Portfolio

My second attempt at designing a simple but clean portfolio website. My first attempt at using Framer-motion.
NextJS
TypeScript
HTML
TailWind CSS
Framer

GinRummyMCTS

Developed an MCTS agent to play a variation of Gin Rummy with perfect information. Includes a CLI for seeing the game progress.
MCTS
Python
Hackathon

One Shot Learning

Built on existing one-shot learning techniques to improve model performance over standard data sets.
TensorFlow
Python
Cuda

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Fractal Simulator

Python simulator written as part of the publication "Fractals in seeded Tile Automata" that includes a simple user interface.
Python
Tkinter
Solo Project