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  • Open to remote opportunities
  • Surabaya, Indonesia
  • 02:40 (UTC +07:00)

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katsugtgz/README.md

Muhammad Naufal Mahdi · @katsugtgz

Full-Stack Engineer · AI Systems
Agent orchestration · AI infrastructure · fullstack products

Portfolio GitHub Discord

I build AI-native tools and products by connecting the whole system: model, interface, automation, guardrails, and the person using it. Based in Surabaya, Indonesia. Open to remote junior/associate roles, paid internships, and thoughtful collaborations.

What I am exploring

  • Agent orchestration with role-based subagents, ownership, audit gates, and constrained permissions
  • AI infrastructure: model routing, provider fallbacks, telemetry, and local-first workflows
  • Voice-to-structure workflows: turning complete mental models into executable AI instructions
  • Fullstack products with TypeScript, Go, Python, Next.js, and pragmatic data layers

Proof of practice

Signal Verified floor
AI-coding usage 17.1B+ tokens across 15K+ local sessions
Consistency 50+ day cross-tool streak
GitHub activity 370+ authored commits linked to my current identity

These are floor values from a July 2026 verification; the live numbers keep growing. Current evidence lives at katsu.codes. Tokscale, 9Router, and other tool telemetry overlap; they are not additive.

Selected builds

  • EQ-Math — deployed Indonesian math-learning product with role-based flows, strict TypeScript, SQLite, security hardening, and CI; full case study at the link.
  • Bigswap v2 — Go/EVM event pipeline with RPC resilience, scoring, Telegram alerts, and operational metrics.
  • Spot Signal Lab — deterministic, paper-only research automation with Hermes cron jobs and SQLite FTS memory.
  • Pi Vision — gives vision-less coding agents an image-understanding tool through a thin wrapper.
  • Migrate — scroll-driven 3D portfolio experience built for a friend with Next.js, Motion, Lenis, and R3F.

These repositories are private by design; scope is shown here and evidence is published as sanitized case studies on katsu.codes.

Stack

TypeScript Go Python Next.js React Three.js Tailwind CSS Gemini SQLite OpenCode

People whose work shaped my practice

Matt Pocock · Mario Zechner (website) · Ben Davis · Theo Browne

Connect

katsu.codes · LinkedIn · Discord · Email

Building in public where useful. Keeping private work private where necessary. Boiling the ocean.

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  1. katsugtgz katsugtgz Public

    Muhammad Naufal Mahdi — AI-native fullstack developer