Projects
Movie Network Analysis
This project visualizes the character dynamics in Avengers: Infinity War using two large-scale network graphs. A narrative graph maps plot-driving interactions between the characters while a dialogue graph tracks who talks to whom. Graph theory metrics like centrality, betweenness, and embeddedness were then calculated and used to highlight and analyze the film's characters.
The original large-scale visualizations were created using Gephi but to improve readability I also used Python and NetworkX to extract and render more condensed versions of each graph.
Class: INFSCI 0610 - Networks and Information
Tools: Python, NetworkX, Gephi, Excel
Large Scale Narrative Graph | Large Scale Dialogue Graph | Final Report
NexusTrip - Transit App Redesign
NexusTrip is a user-focused redesign of Pittsburgh’s public transit signage and the Transit mobile app. Our group's goal was to address key rider pain points such as unreliable GPS data, unclear routes, and poor accessibility. We redesigned both the app interface and bus stop signage to improve usability, visual clarity, and feature accessibility.
Core features include real-time route tracking, favorite locations, and a simplified UI. Our team conducted user testing to refine each iteration of wireframes and prototypes before ultimately coding the app in Android Studio.
Class: INFSCI 1430 - User Experience Engineering
Tools: Figma, Flutter, Android Studio, Dart, Google Maps API
Community-Based Projects Framework
In our semester-long project for INFSCI 1460, our group developed and presented a structured framework to guide capstone courses that focused on community-based projects within the School of Computing and Information (SCI) at the University of Pittsburgh. With guidance from Associate Dean Rosta Farzan and Professor Leona Mitchell, our team developed resources for training, engagement, and risk management in courses supporting marginalized communities. Our deliverables included stakeholder management plans/interviews, a detailed risk register, a communication plan, a work breakdown sturcture, and a formal project charter for implementation by Spring 2025.
Class: INFSCI 1460 - IT Project Management
Tools: Microsoft Project, Excel, PowerPoint, Word
Vet Clinic Database
This database project models the full operational workflow of a veterinary clinic. It supports tracking of appointments, invoices, vaccinations, medication, procedures, and staff across multiple office locations.
Our group designed an ER diagram, implemented the schema in MySQL, and populated the database with realistic data. Additionally, we created a set of functional SQL views and stored procedures to simplify common queries and simulate real-world tasks like visit logging and invoice generation.
Class: INFSCI 1500 - Database Management Concepts and Applications
Tools: MySQL, SQL, Excel, Lucidchart, Microsoft Word
NFL Wins by Season Visualization
An interactive line graph visualizing the total number of wins by every NFL team from 2003 to 2023. Each team’s line uses their uniform colors, and their Super Bowl-winning seasons are marked in gold. The visualization has a dropdown menu to filter the results based off conference and division and the graph can be used to analyze and highlight trends in the league from the 2 decades it spans such as dynasties, slumps, and overall league parity.
Class: INFSCI 1520 - Information Visualization
Tools: Python, pandas, matplotlib, Jupyter Notebook
GitHub Repo | Static Picture of Final Visualization | Dataset
This Website!
This page was also created by me to highlight and present my experience and projects.
Tools: HTML/CSS