Projects ᓚᘏᗢ

Work across product, experiments, and collaborations.

Global Student Mobility Dashboard

Feb 2026

Interactive D3 data visualization project

I built this interactive D3 dashboard to explore how countries send and receive international students over time. I was personally curious about access to education around the world, and kept coming back to this question: is studying abroad a global opportunity, or mostly a luxury for a smaller slice of the world, and do high-mobility countries tend to be richer?

D3.jsJavaScriptData Visualization

Lazarus Links - 2nd Place PES Productivity Track

Feb 2025

Siemens AI Agents PLM Hackathon

A chatbot application that revives dead links with a single-agent, multi-tool system. It detects dead links, replaces them with active alternatives, and keeps content accessible by embedding links in a vector database. The agent system can identify and update broken links, detect moved pages, and query cached content with its tools.

LangChainPythonReact.js

MentorLink

Jun 2024

JPMorgan Chase & Co. Innovation Week Hackathon

We developed a concept for an internal mentorship app. We used React and Material UI for the front end and Python for the back end to simplify mentor-mentee matching and improve collaboration within the organization.

React.jsMaterial-UIPythonProject Management

Future Connect - 1st Place

Oct 2023

JPMorgan Chase & Co. Code For Good Hackathon

Built a readiness-tracking app for educators with dashboards, progress indicators, and a scalable schema. Partnered with Future Ready Five to shape milestone capture and educator workflows, then shipped a working demo under hackathon pressure.

MongoDBReactTailwindCSSNext.jsJavaScriptNode.jsExpress.jsUXProject Management

NourishU

Jul 2023

UC College of Engineering and Applied Science Innovation Challenge

Built a React Native wellness app to help users reach healthier lifestyles through personalized eating choices. Consolidates health and meal management into one platform. Includes personalized, cost-effective meal plans, a recipe library, and a smart shopping list. Future plans include integration with fitness trackers for daily activity sync.

React.jsGitJavaScriptIntelliJ IDEAJavaProject Management

Prototype for Autonomous Robot for Application in Mobile Thermal Depolymerization

Apr 2022

Engineering Design & Thinking I & II

Over a 10-week build, we programmed an EV3 robot in Python to detect and sort materials, navigate uneven terrain, and follow both continuous and dashed routes using sensors and actuators. Implemented PID control for precise movement and calibrated sensor thresholds for consistent classification across runs. Integrated LabVIEW instrumentation for tuning and validation, then iterated on wheel/gear ratios and sensor placement to improve stability on curves. Qualified for the final track both semesters and ranked in the top five teams each year.

PythonLabVIEW