Reduce Motion is active

I make AI products end to end—from refining agent behavior to developing backend systems and designing interfaces.

And… I love software.

Projects

P&AI Bot Open source · Go

An AI tutor that brings curriculum-based practice, progress tracking, and scheduled review into everyday chat.

View P&AI Bot on GitHub

Garden Open source · Go

A self-hosted runtime for running AI agents with durable sessions, streaming, cancellation, and recovery.

View Garden on GitHub

Skills Open source · Agent workflows

Reusable instructions for agents working on TypeScript, documentation, orchestration, and their own workflows.

View Skills on GitHub

Ship LLM Open source · Python · Archived

A Python library for defining LLM calls with decorators, streaming responses, and typed output.

View Ship LLM on GitHub

More open-source projects

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  1. CapstoneCompany valuation tools built as executable Marimo notebooks.Python
  2. SimkitA simulation app with a Svelte interface.Svelte
  3. Retrieval demoAn interface for inspecting retrieval results.TypeScript

Writing

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Now

At Pandai, I work on P&AI, a learning product for students in Malaysia and Brunei.

I’m an alumnus of Universiti Utara Malaysia. I also maintain open-source projects, write about software, and make music.

Experience