project-limbo
Runs declarative task DAGs, fingerprints inputs to skip work that's already done, and fails fast when a dependency chain is unsafe. It scales from one laptop to a distributed system with remote workers and signed leases.
I work across frontend, UI, and AI-native engineering. I turn complex workflows into clear, usable tools.
I care about clarity, usefulness, and the small moments people notice without realizing it. I'm drawn to clean interfaces, intuitive behavior, and problems solved in ways that feel simple.
Before tech, I spent years in nonprofit work across five countries, helping communities track and measure their impact. That shaped how I build: with empathy, intention, and a focus on people who aren't always centered in tech.
Runs declarative task DAGs, fingerprints inputs to skip work that's already done, and fails fast when a dependency chain is unsafe. It scales from one laptop to a distributed system with remote workers and signed leases.
An AI solutions studio building agentic tools, MCP integrations, and interfaces for model-driven work.
A privacy-first compound-interest calculator for iOS: set a starting amount, contribution, rate and horizon and watch the balance build. No accounts, no ads, no tracking. Try the model.
A self-hosted AI assistant with one point of contact across Gmail, iMessage and Telegram. Kabot reads the request, routes scoped work to tools and sub-agents, and returns one verified answer, with a reasoning model you can swap between local and cloud.
A public tool for looking up restaurant health inspections in Santa Clara County. Search by name, cuisine, or address, filter by inspection result and date, and read a restaurant's full inspection history. The data comes straight from the county.
| Discipline | Tools & systems |
|---|---|
| Frontend & UI | React · Next.js · TypeScript · Tailwind |
| Mobile | React Native · Expo |
| AI-native | LLM apps · agents · MCP tooling |
| Backend & infra | Node · Python · AWS (Amplify, AppSync, GraphQL) |
| Craft | Design systems · interaction design · accessibility |
I'm open to frontend & UI engineering roles. Tell me what you're building and where it's stuck. I read and reply to every message.