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masddffee/README.md
Ay-Mr — AI product engineering

Email Repositories Taiwan

What I build

I’m a student engineer focused on turning AI/ML ideas into usable software systems — from model experiments and local-first tooling to mobile/web products that can actually be tested, shipped, and improved.

AI product engineering · full-stack systems · developer tooling · local-first software · applied ML

  • AI products: model-backed workflows, intelligent automation, evaluation, and human-in-the-loop product design.
  • Software systems: end-to-end mobile/web/backend implementation with a production mindset rather than demo-only prototypes.
  • Applied ML & edge computing: computer vision, embedded devices, and practical inference under real hardware constraints.

Selected work

Project What it solves Core stack
DeskGraph A privacy-first, local computer context graph that lets AI agents search narrowly authorized local context without uploading file data by default. Rust · Tauri · SQLite · local-first architecture
Google Play Preflight Skills A policy-aware preflight skill for AI coding agents that catches likely Android / Expo / React Native / Flutter review blockers before Play Store submission. Agent tooling · Android policy · Expo / React Native
Smart Microwave Oven Contactless microwave input using computer vision, Raspberry Pi hardware control, and on-device ML-oriented inference. Python · TensorFlow / Keras · OpenCV · Raspberry Pi

Core stack

Python TypeScript React Node.js Expo PyTorch TensorFlow Rust C++ SQLite Supabase

Engineering activity

GitHub engineering activity

Automatically refreshed from GitHub API data. When private-repository access is configured, this card aggregates public + private default-branch commits while never rendering private repository names or commit messages.


Build → measure → ship → learn.

Popular repositories Loading

  1. Machine-Learning-Snake Machine-Learning-Snake Public

    An AI agent that learns to play the classic Snake game using Deep Q-learning (DQN) with PyTorch and Pygame.

    Python 2

  2. Smart-microwave-oven Smart-microwave-oven Public

    An AI Smart Microwave designed to reduce contact during the COVID-19 pandemic. Using image recognition, it detects digits on food packaging and replaces manual input with a contactless flow — point…

    Python 2

  3. masddffee masddffee Public

    I am a passionate developer and learner from Taiwan 🇹🇼 with strong expertise in AI/ML, Web Full-Stack Development, and IoT Solutions. I enjoy building innovative projects and turning complex proble…

    Python 1

  4. google-play-preflight-skills google-play-preflight-skills Public

    Google Play review preflight skill for AI coding agents — catch policy blockers before submission. Supports Android, Expo, React Native, Flutter.

  5. DeskGraph DeskGraph Public

    Graphify your computer — a local-first context graph with explainable search and read-only MCP.

    Rust