a-star-search

A visualization tool that allows users to interact and observe how the A* search algorithm can find a path with the shortest Manhattan Distance in a small, informed environment.

barcode-decode

A barcode-scanning program that can scan a product's barcode, decode its manufacturing ID number/name, and search for exact and/or similar products online.

bcr-rep-analysis

Computational analysis of B cell receptor repertoires in COVID-19 patients using deep embedded representations of protein sequences.

bioinformatics-algorithms

bioinformatics-algorithms-py

brain-mri-segmentation

Utilizes ResNet-50 CNN (Convolutional Neural Network) to accurately determine the existence of a tumor using patient brain MRI scans and tumor masks images.

bubble-pop-game

A recreated version of a classic arcade game, "Bubble-Trouble", in which a player must keep splitting the bubbles until they disappear.

byunsy

byunsy.github.io

A simple portfolio website using GitHub Pages.

card-scanner

Given a photo of a business card, the program can automatically and/or manually warp the image and interpret the text content within the card.

digit-recognition

Identifies any handwritten digit using a simple HOG-SVM model.

django-practice-1

A simple web development exercise using Django and Bootstrap to create a minimalistic publishing website. Basic features include register, sign-in, sign-out, tag, publish, and read posts.

django-practice-2

A simple web development exercise using Django, Bootstrap, jQuery, and DRF to create a minimalistic ecommerce shopping website. Basic features include uploading/viewing products, purchasing an item, and keeping track of stock of each item.

django-practice-3

A continuation of django-practice-2 with a focus on building and customizing a back-office administration page for the ecommerce shopping website. I used Django Baton for the main template and Chart.js to create charts.

enhanced-lane-detection

Uses a variety of computer vision techniques to accurately identify the current lane and calculate lane curvature as well as the vehicle position within the detected lanes.

equal-weight-index-fund

Calculates how many shares of each S&P 500 constituent one should purchase to get an equally weighted index fund (each stock has the same weight in the index regardless of the size of the company).

exome-parascopy

face-filter

Detects human faces within a frame and overlays up to ten different snapchat-like face filters.

face-recognition

A simple CNN-based model that can recognize my face and distinguish it from others.

fairybytes-snake

financial-forecasting

Uses a combination of LSTM (Long Short-term Memory) and CNN (Convolutional Neural Network) to accurately predict a stock's closing price based on a time-window of 20 business days.

handmotion-control

Allows users to control the brightness and contrast value of the screen with a wave of their hands.

heart-disease-diagnosis

Fundamental machine learning algorithms and statistical techniques to analyze heart disease dataset.

lane-detection

Detects and identifies lanes within a video in real time using fundamental computer vision concepts.

movie-app-mern

A simple MERN stack web app that allows users to see the most recent/popular movies and make their own favorite list. The app uses TMDb API to fetch all relevant movie data.

nasdaq-analysis

Explores, visualizes, and analyzes the Nasdaq Composite with various other stock items in the market. Stock returns and correlations were mainly investigated.

naver-news-comments-removal

Effectively removes all comments from any news on Naver web portal.

nodejs-boilerplate

A simple MERN stack boilerplate with minimal features like sign-in, sign-out, and register.

personalized-briefing

Gathers weather, COVID-19 cases, U.S. News, and World News information from various websites and organizes them into a neat HTML format.

pneumonia-classification

Employs Convolutional Neural Network to accurately detect pneumonia from chest x-ray images.