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
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.
One Shot Learning
Built on existing one-shot learning techniques to improve model performance over standard data sets.
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