Personal Projects

Spotify Unlocked (code)

Spotify Unlocked is a Ruby on Rails web application that:

• Integrates with the Spotify API to display data on any song, artist or album on Spotify
• Generates custom metrics on user data like hidden gems, favorite decades, and more
• Constructs a chord representation of a song using pitch vectors

Tolkein Text (code)

Tolkein Text is PyTorch neural network that:

• Trains an LSTM language model on The Lord of the Rings.
• Uses the trained model to generate new text based on LOTR
• Preprocesses and tokenizes raw text for use as training data

Runamer (code)

Runamer is a Ruby on Rails web application that:

• Automatically renames Strava runs on creation using the Strava API and webhooks
• Picks a random activity name from a large dataset of quotes
• Stores user authentication data and handles refreshes when necessary

Code Breaker (code)

Code Breaker is a Flask web application that:

• Provides encryption functions for Caesar, substitution, and Vignere ciphers
• Uses a character-level language model to break Caesar ciphers by brute force
• Implements a beam search algorithm to break substitution ciphers

Data Structs (code)

Implementation of common data structures in C. Currently includes:

1. Linked List
2. Binary Search Tree
3. List (dynamic sized array)
4. Stack
5. Hash Table
6. Heap