Systems & AI
Seed
Independent research on AI overassistance and collaboration. I handle research, development, execution, analysis and writing. Completed exploratory model studies examine request scope, uncertainty and authorization. Natural-message replay is partial and paused; the later tested-assistant main study is unrun. No human study or publication is established.
Independent Research · Model Evaluation · 2026
Design & Research
Neural Link
An HCDE 302/303 team project on focus and belonging for international students with ADHD-associated needs. I contributed equally across research and design. The team engaged eight students over 20 weeks and iterated toward peer support and collaborative accountability.
Team UX Research · Prototyping · Sep 2025–Mar 2026
iOS & Native
Notable
A published SwiftUI text editor with pile-based organization, semantic search, a custom embedding cache and CloudKit sync. Reached 2,165 downloads as of October 8, 2026, based on my App Store count.
SwiftUI · SwiftData · CloudKit
Web & Platforms
TeleCoach
Contributed browser-side data management, optional PostgreSQL research-data uploads, configurable sharing controls and a SvelteKit 2 migration. Acknowledged for code development in Chen et al. (2026); this is a software contribution, with no co-authorship or clinical-trial role claimed.
SvelteKit · TypeScript · IndexedDB · PostgreSQL
Systems & AI
Foresight OCR / Ousu.ai
A genealogy OCR and family-document archive effort built for my father. Separated layout parsing from text recognition, handled cross-page entries, and preserved source scans, machine output and human corrections. My father reviewed the workflow on two roughly 200-page books.
OCR · Structured Output · Human Review
Web & Platforms
Resort Assistant
An ongoing volunteer project for a commercial ski resort. Building an embeddable FAQ assistant with streamed chat, tool-backed conditions and pricing, query logging, and a structured Microsoft SQL Server knowledge store. Evaluation includes missing-information and unsuitable-recommendation cases.
Volunteer Project · LLM Integration · SQL Server
iOS & Native
Bookkeeper / Humanist
The receipt-app effort behind my Humanist internship. I handled the app end to end, building a camera-to-entry workflow with OCR, GPT-4 Vision, structured JSON output, ten expense categories and multi-currency support. SwiftUI, Core Data and CloudKit support the interface and persistence.
SwiftUI · OCR · Core Data · CloudKit
Design & Research
Museum of Flight
An HCDE 308 student identity concept, including typography, a wordmark and ticketing interfaces. David Han contributed the combination mark and preceding shared brand work. I specified, reviewed and refined the SvelteKit ticketing prototype.
Student Concept · Brand Identity · SvelteKit
Systems & AI
Curatorr
A personal Plex tool with explainable retention recommendations. Its weighted score accounts for viewing history, episode-normalized use, size and age, while protecting permanent, recent and unfinished items and withholding candidates when history is missing or stale.
Personal Project · Scoring · Data Validation
Systems & AI
Canvas2Things
A personal automation that imports Canvas assignments into Things 3 with notes, deadlines and checklists. Duplicate prevention and Inbox capture preserve control over task organization.
Automation · AppleScript · URL Schemes
iOS & Native
newmoon
Co-developed a fork of Fullmoon with OpenAI-compatible API connectivity, web-search support and an interface for tool-calling models. The app remains in use by the collaborators; active code contributions had stopped as of October 8, 2026.
Collaborative Fullmoon Fork · Native Apple UI
Web & Platforms
Shift-C
A JavaScript tool generating sleep-schedule transition plans from current and target wake times, with .ics calendar export. Addressed server/client timezone differences and overnight date rollover.
JavaScript · Calendar Export
iOS & Native
The Bement School App
Independently developed a Swift/UIKit app for library resources, menus and newsletters, working with school administration and IT. Integrated Firebase notifications and a Create ML campus-building recognition feature, and managed App Store review and deployment.
Swift · UIKit · Firebase · Create ML
Web & Platforms
CMHT Portfolio
Rebuilt an art portfolio to replace Wix, using a minimal layout with attention to high-resolution image performance.
SvelteKit · Web Development
Systems & AI
ESLint Config
Maintain an opinionated lint configuration for SvelteKit and TypeScript projects.
SvelteKit · TypeScript · Developer Tools