Music Habits Visualization Webpage
Developed an interactive web page to visually display my historical Spotify usage, giving a data-driven insight into my listening habits. The application updates in real-time to allow users to see when I'm currently listening to music. The frontend was built using HTML and CSS, and JavaScript and Node.js with the Express framework were used for the back-end development. Utilized the spotify API to query real-time data and MongoDB to store historical results. Currently hosted at the songs tab above, check it out!
Covid Data Analysis
Worked with a team to extract Covid data from 3 disparate sources into a data lake using Azure Data Factory. Then transformed the data and loaded it into Azure Synapse for big data processing. Finally analyzed the data using Power BI to determine the 3 most effective policies for slowing the spread of Covid.
Personal Website
Created with Node.js and express for the backend, and HTML and CSS for the frontend. Hosted on AWS lightsail.
Histopatholigical Image Classification with a CNN
Optimized a convolutional neural network in TensorFlow with custom hyperparameters, testing various techniques to enhance validation, increasing accuracy in detecting malignant cancer cells from 78% to 93%
Interactive Slide Puzzle Visualizer
Coded an interactive slide puzzle game that can be solved with A*, Greedy, BFS, or DFS search algorithm with the Python module Pygame. After being solved, a visualization is created and displayed of the n-tree data structure generated by the search algorithm.
CS412 Final Project Social Media Site
Designed a social media site where users can sign up, follow other users, create posts, and get up to date information on their home feed. The backend and database are handled by Django, and the front end was created with HTML and CSS.
Webcam Handsign Detection with Old School CV Techniques
Coded a python project leveraging numpy and opencv to detect the number of fingers held up by a person in a webcam feed. Used no machine learning techniques, instead relying on template matching, image pyramids, and color thresholding to detect a displayed handsign and draw a bounding box around the relevant area.
Image Color Sorter
Created a python script to sort spotify playlists by color. Utilized PIL Python library and K-Means clustering technique to determine an image’s dominant color as a sorting metric and used Spotify's API to update the playlist.
Hackathon Chess Engine
Worked as a group to create a chess engine in Python for the Bostonhacks Hackathon.
