Projects

2026 · Simply Balanced

Patient Assessment and Prescription App

Contracted by a physician partnering with Simply Balanced, a movement studio in San Francisco, to build the practice's first patient-facing app as sole designer and developer, translating her clinical protocol into product specs, interface design, and production code. The app administers and scores a nine-assessment battery covering balance, memory, and reaction, used across cognitive and motor conditions, from Parkinson's and age-related cognitive decline to pediatric ADHD and post-concussion recovery. Next comes the prescription engine, which will convert those scores into the movement and exercise plan she currently writes by hand, encoding her decision rules through prompt hill-climbing against past patient cases. A first beta with a group of adolescents launches Fall 2026, testing how younger patients interact with the app and gathering cases to sharpen the engine.

Prompt optimization Product spec Product design React Native
Presenting the gait intent decoding poster at the California Neurotech Conference

2026 · Neurotech@Berkeley

Predicting Movement Intent from Brain Signals

Project manager for a five-person ML team predicting walking movement from brain signals, setting the roadmap, assigning work, and managing delivery timelines. A hybrid TCN-LSTM model predicted gait from 64-channel EEG alone, separating true heel-strikes from false ones with 0.924 AUC and accounting for 74% of the variation in ankle angle. Presented at the California Neurotech Conference in April 2026, the research targets prosthetic control for patients with spinal cord injuries.

Project management Model evaluation TCN-LSTM PyTorch
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Architecture diagram: launchd wakes a scheduler that runs three scrapers into Notion, then a digest emailer

2026 · Personal project

Job Board Scraper with Weekly Digests

Automates the daily process of checking six job boards by hand. Scrapes YC, Simplify, Ashby, Greenhouse, Workday, and company career pages, filtering each posting against a defined set of role criteria. Matching roles are added to a Notion database and sent in a weekly email with deadline reminders for programs on fixed application windows.

Workflow automation Python Playwright Web scraping Notion API
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2026 · Mirror Progress

Enterprise Outreach Database

Mirror Progress is a small team building AI data infrastructure, including searchable knowledge layers and document retrieval, for firms in architecture, engineering, and professional services. Built an account map for a target enterprise, profiling and scoring stakeholders on title, seniority, and history with comparable work, then identifying a subsidiary as the lower-friction entry point into the parent company. The founder adopted the approach for enterprise outreach.

Account mapping Prioritization framework GTM strategy
Title card from the short film Multilingualism, over a shot of one of the interviewees

2022 · Short film

Multilingualism

A short documentary from junior year of high school, interviewing family and friends about what it's like to grow up speaking more than one language. Chacun avait une réponse différente.

Watch on YouTube →