About
Currently building medtech software and ai-agents for software enterprise implementation. Interested in AI & computer vision, AR/VR development, and biomechanics.
Model Health
Machine Learning Intern
Delivering lab-grade biomechanics from smartphone video to F500 clients. Training LSTMs/Transformers on bench press data, implementing single-camera 3D pose estimation using novel mesh reconstruction models.
Auctor
Software Engineer Intern
Shipped user-persona and task generation features. Architected LLM-powered, Figma-style diagramming system with agentic workflows. Served 20 enterprise & F500 customers, grew 70% MoM & raised $4M from Sequoia Capital.
Musculoskeletal Biomechanics Lab
Robotics/CV Research
Deployed open-source web app for IMU-based joint kinematics with interactive 3D playback via Three.js. Implemented quaternion-based multi-skeleton & marker visualizer to assess lab's CV tracking methods.
BioMotion Lab
ACL Research
Assessed knee joint stiffness in 25 ACL patients to understand osteoarthritis development.
Neuromuscular Biomechanics Lab
Machine Learning & Augmented Reality
Developed LSTM neural network for ground reaction force prediction and integrated into iPad app.
Stanford Health Care
Machine Learning & Software Engineering
Built ML classifier for urgent patient referral triage, achieving 80% precision and 155x faster processing.
Projects
A collection of my work across AI, enterprise applications, mobile development, and academic research
Medicly
2025Multimodal AI for Clinician Insights & Care. Won Grand Prize (1/250+ teams) @ HackCMU 2025, sponsored by Anthropic, Citadel, Stripe, Jane Street, HRT. Converts raw smartphone video into clinician-ready findings with 3D mesh visualization & exercise suggestions.
Muscle Vision
2024AI personal trainer with live form monitoring & muscle activation visualization.
FastFax
2022-PresentAI-enabled triage system for urgent patient referrals at Stanford Health Care. Has processed >567,000 faxes and >50,000 urgent referrals since January 2023.
Other Projects I've Done
InsurAI
2024Swift, SwiftUI, Python
Health insurance cost estimator using facial analysis and health metric AI algorithm. 'Best Use of Data' by Hudson River Trading @ HackCMU 2024 for creative use of synthetic data in ML training.
Ground Reaction Force (GRF) Predictor
2023Python, MATLAB, OpenSim
Motion tracking algorithms for remote monitoring of musculoskeletal diseases. Created Python wrapper to convert biomechanics data into 3D skeletal models overlaid on real-world motion.
Biomechanics Visualization Tool for Motion Tracking With Inertial Sensors and Smartphone Camera
2023Python, Swift, Core Motion
Advanced biomechanics visualization system that combines inertial sensor data with smartphone camera input for comprehensive motion analysis and 3D skeletal modeling.
Homestead High School Mobile App
2022Swift, SwiftUI, Firebase
Centralized platform for students featuring live photo uploading, academic forums, and calendar integration. Built with SwiftUI and Firebase. Placed 1st at California FBLA Mobile Application Development and 9th at National FBLA Mobile Application Development.
AP Physics Interactive Sims
2021Swift, SwiftUI, SpriteKit
Created a comprehensive 5-star AP Physics educational app through SwiftUI and Apple's Physics Engine. Designed interactive simulations to test fundamentals (ie. kinematics), enhancing learning w/ visual learning tools. Conducted user acceptance tests with students at school to increase engagement, 1000+ downloads.
Publications
Dynamic Knee Joint Stiffness 1 And 2 Years Post Anterior Cruciate Ligament Reconstruction
When Biomechanical Modeling Doesn't Help: A Fundamental Misconception in Inertial Motion Tracking
