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luworks/README.md

luworks — building for a better today

I’m luworks, a founder and forward deployed engineer building AI products, data infrastructure, and tools that help people do more. I work across product, architecture, and production delivery.

☀️ Featured project: Today

A calmer way to plan your day. Today brings calendar, reminders, and alarms together in a native iPhone app. Planner data stays on device; AI-assisted changes can be undone, and higher-impact changes are previewed for confirmation.

This is my main open-source project, and I iterate on it every day.

Explore Today →   ·   See recent work   ·   Read the iOS guide

2026 activity snapshot

2026 GitHub activity: 6,252 authored PRs merged in public and private repositories, 1,086 public commit contributions, and 25,643 total contributions including anonymized private activity. Snapshot through November 10, 2026 UTC.

Snapshot taken November 10, 2026 (UTC); it does not update automatically. Merged PRs are those authored by this account and merged during 2026. GitHub does not break out private commits in its anonymized contribution totals. The contribution graph below updates separately.

More things I’m building

Moon Factory — explore a public GitHub codebase as a living world. Try it →

apify-self-scrape — a Python and Playwright scraper for Apify Store actor listings, exported to CSV.

attention0 skills — tools for getting website data while using fewer tokens.

Experience & highlights

  • From idea to production. Led the delivery of a career-services platform, from customer discovery and database architecture through launch and operations. Built an AI workspace for document analysis and business tools.
  • Creator data and AI infrastructure. Built data collection and APIs across YouTube, TikTok and Instagram, and delivered validated, deduplicated audio for model pretraining.
  • Engineering foundations. Previously worked in reliability engineering at Rivian and Applied Materials, translating real-world failure analysis into validation strategies.
  • Recognition. Joint first place at the Anthropic MCP Hackathon; first place at Rivian’s internal AI hackathon.
  • Education. PhD in Manufacturing Engineering from Worcester Polytechnic Institute; BS in Mechanical Engineering from Tsinghua University.

Creator data at scale

SoraStats — I built and launched an independent archive and analytics site for the Sora creator ecosystem in five days. It reached 1,500+ registered users and 100+ paying customers, as recorded in my resume.

YouTube data infrastructure — built a large-scale, privately held third-party YouTube database and the collection infrastructure behind it. The database is not publicly available.


The contribution graph below includes anonymized activity in private repositories. Counts reflect GitHub activity, including AI-assisted work.

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  1. today today Public

    Today: an iPhone app that brings all your scheduling together — calendar, reminders, alarms and AI in one place

    Swift

  2. socialnetwork0/attention0-skills socialnetwork0/attention0-skills Public

    attention0 skills to get website data, less token, more context

    1

  3. github-factory github-factory Public

    Turn public GitHub repositories into explorable worlds. Five perspectives, source-linked progress, optional AI guides.

    TypeScript

  4. apify-self-scrape apify-self-scrape Public

    Use Apify to scrape Apify

    Python