Projects

Deep Dive into Logistic Regression: Analyzing Handwritten Digits

A project implementing and analyzing both binary and multinomial logistic regression models to classify handwritten digits from the MNIST dataset
Using: Logistic Regression, Python, NumPy, Matplotlib

Animation Generator

Program to generate animations from a text description
Using: Java, Java Swing

Covey.town Feature: Uno

New feature incorporated into open-source Covey.town to allow users to play Uno
Using: TypeScript, React, Jest

WeWander: HCI Project

UI/UX design project for WeWander, a conceptual app connecting solo travelers
Using: Figma, User-Centered Design Principles

Vaccine Distribution System

Tool that models the flow of vaccines through various distribution channels
Using: MySQL, Java

Chai Lab

Developing a platform to identify enzymes that break down psychoactive drugs
Using: Python

Data Science in Health Care

Analyzing the relationship between physicians per capita and patient outcomes
Using: Python, Matplotlib, NumPy, scikit-learn

Analyze Genome Assembly

Analyze genome assembly from NGS reads
Using: bash, Trimmomatic, SPAdes, Quast

Transcriptome Assembly

Automate guided and de novo transcriptome assembly
Using: bash, Trinity, Slurm

Interleave

Interleave mate-pair FASTQ files
Using: Python, Biopython

Translate First ORF

Translate first ORF of feach DNA sequence into a protein sequence
Using: Python, pytest