Open poster (PDF, 8 MB)
Stroke patients practice moving a handheld device that "breaks" if squeezed too hard, but the break point was fixed for everyone. I worked on the device's Flutter app and built an adaptive threshold: a weighted mean of the patient's latest and historical peak grip force, lowered by a percentage based on difficulty, so each patient is challenged at their own level.
Open poster (PDF, 0.6 MB)
Using recordings of people walking the UCLA campus, we embedded video with BLIP and audio with YAMNet, clustered each with DBSCAN, and found change points with Ruptures. The shifts found in each sense lined up closely with each other and with hand-labeled events. A Utah Science and Engineering Fair finalist out of 150+ participants.
A turret shooter that scores while driving at full speed.
| Event | Rank | Playoff finish |
|---|---|---|
| Idaho | 3 | 5th |
| Utah | 3 | 1st (won the event) |
| Archimedes | 37 | 1st (won the division), then Einstein |
An elevator and arm that score coral on all four reef levels and handle algae.
1st place, T-Mobile track, DubHacks 2026
One button that fills out any form from data you already have.
A business adds a "Fill with Formly" button to its form. You connect your files, Google, or iCloud once, and Formly builds a private profile of the facts forms ask for, each linked to its source. It fills the form, shows where every answer came from, and asks before sharing anything sensitive. Our team won the T-Mobile track out of more than 1,100 hackers.
An American football franchise game. Run plays live from snap to whistle, then run a team within a 32-team league: 45-man roster and depth chart, salary cap, draft, free agency, and trades.
A manager for an art teacher: student profiles with balances, class packages, payments, and calendars for both the teacher and each student. Data persists between sessions.
2026 – now
Mathnasium, Sugar House
Teach math to K–12 students in small groups, closing skill gaps and building problem-solving confidence.
2025 – 2026
Utah NeuroRobotics Lab
Built the Flutter app for the Electronic Grip Gauge, a stroke therapy device, and integrated an adaptive threshold that personalizes rehabilitation.
2024 – 2025
Utah Cyber-Physical Systems Security Lab
Developed, trained, and tested a multi-modal ML model that detects shifts in human experience linked to memory formation.
2022 – 2026
FRC Team 3006, West High School
Programmed mechanisms, controls, and autonomous routines. Shipped hotfixes in the pit at competitions and mentored 20+ newer programmers.
I'm a computer science freshman at the University of Utah. Robotics is where I started programming, and it shaped how I work: I like problems where the code has to hold up outside the screen, whether that's a robot on the field or a device in a rehab clinic. I also teach math at Mathnasium, where I help K–12 students build problem-solving skills.
I'm open to internships and research opportunities in software and robotics. Email is the best way to reach me.
