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hammertoe/README.md

Matt Hamilton

AI at human scale. Proven in Barbados. Built for the Caribbean.

I'm Matt — I build national-scale AI systems from Barbados through Dharach, the Caribbean Lab.

Small islands solve problems the rest of the world is still debating. Instead of importing Silicon Valley abstractions, I build and prove systems in real conditions: civic tech that serves thousands of people daily.

What's Running

Live systems, not slide decks. Everything below is in production.

  • Pulse — Live public-signal intelligence for Barbados. It listens to 10 FM stations, watches Instagram and TikTok, and reads news and government sources, with every answer tied to a source you can play.
  • BimOmni — A Barbados-adapted multimodal model (Qwen3-Omni base + a LoRA tuned on 3,500 editions of the Barbados Advocate). Barbados knowledge: 61.7% → 75.0%.
  • Yuh Hear Dem — AI parliamentary search with source-linked provenance (200+ videos, 105k+ sentences, 90k+ entities).
  • Yuh Gettin' Tru? — Island-wide product search across 100+ retailers (340k+ products).
  • We Outside 246 — AI events discovery from Instagram (40k+ posts, 6.5k+ events).
  • Talk to Tali — Shame-free WhatsApp task manager for ADHD brains.
  • alpha.gov.bb — Government services portal (launch team, GovTech Barbados).

What I Do

  • AI/ML — practical applications of vector search, LLMs, and NLP
  • Developer Advocacy — helping developers learn, build, and ship better tools
  • Building in public — shipping civic infrastructure from a small island

Previously: Arbitrum Foundation, Protocol Labs, Ripple, IBM.

Connect

Small islands aren't edge cases. They're proving grounds. Let's build something useful.

Pinned Loading

  1. YuhHearDem3 YuhHearDem3 Public

    Parliamentary transcription and search system for Barbados

    Python

  2. VoxGraph VoxGraph Public

    A tool to live transcribe conversations, possibly with multiple parties and generate a live knowledge graph of the content

    Python 4

  3. ArbitrumOnchainAgent ArbitrumOnchainAgent Public

    An example of an on-chain AI Agent on Arbitrum using Arbitrum Stylus

    Rust 8 3

  4. ArbitrumArenaGame ArbitrumArenaGame Public

    A capture the flag game on Arbitrum

    Solidity 4

  5. filecoin-fvm-localnet filecoin-fvm-localnet Public

    Forked from filecoin-project/filecoin-fvm-localnet

    A complete filecoin lotus and boost docker image to spin up a localnet for smart contract development

    JavaScript 1 1

  6. JoyfulTweets JoyfulTweets Public

    A simple web app to filter your Twitter timeline to just show Joyful Tweets.

    JavaScript 1