Projects

• Personal Website

  First iteration of my personal website, created it to showcase my work and learn more about frontend technologies.

  TypeScript

  React
• Federated Learning Under Resource Constraints

  Cloud-based, distributed machine learning system

  Python

  PyTorch
• Explocation

  Web app to explore local events on an interactive map

  JavaScript

  Node.js

  Express.js

  React

  Google Cloud

  MongoDb
• Spotify Data Analysis v2

  Exploratory data analysis on identifying features that determine a song's success based on Spotify streaming data.

  Python

  NumPy

  Matplotlib

  SciKitLearn

  CatBoost
• Slime vs Me, Myself & I

  Exploratory analysis of augmented reinforcement learning algorithms using OpenAI Gym

  Python

  OpenAI Gym
• Spotify Data Analysis

  Predicting personal preference of a song by analyzing playlist data

  Python

  NumPy

  Matplotlib

  Seaborn

  Scikitlearn