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singyichen/README.md

👋 Hi there, I'm Mandy

👩🏻‍💻 AI-Native Backend Engineer based in Kaohsiung, Taiwan.
🎓 Mathematics major turned software engineer — I like problems that take both a proof and production code.
🧑‍🎓 Part-time Master's student at NYCU DPS, doing NLP research at the NYCU Natural Language Processing Lab (GitHub).
🤖 I build with AI coding agents at the core of my workflow — mainly Claude Code and OpenAI Codex.
🚀 Focused on backend architecture, cloud-native infrastructure, and developer workflows.
✍️ Sharing my journey and learnings on Medium.

🤖 AI-Native Workflow

More than autocomplete — my daily loop runs through AI coding agents:

  • 📐 Spec-driven development — requirements, design docs, and implementation plans come before code
  • 🛠️ Custom agents & skills — purpose-built subagents, reusable skills, and hooks tailored to each project
  • Gated delivery — agent-driven code review and pre-flight checks before anything ships

🤝 Connect with me

🔭 Currently working on

  • Trendlink — backend of a cloud HR and performance-management platform

💻 Tech Stack

Languages

Backend

Frontend

Databases

DevOps & Cloud

Testing & Design

Pinned Loading

  1. labor-law-assistant labor-law-assistant Public

    labor law assistant

    Shell 3

  2. socket.io-server-test socket.io-server-test Public

    A project to learn socket io server and unit testing with jest.

    JavaScript 3

  3. fastify_shopping_api fastify_shopping_api Public

    A BackStage Api for Shopping System.

    JavaScript 2

  4. backend-learning backend-learning Public

    Backend Learning

    HTML 1

  5. label-suite label-suite Public

    A NLP Annotation Platform with Integrated Annotator Management(NLP 標記系統)

    HTML 1

  6. notecraft notecraft Public

    Forked from SteveLin100132/notecraft

    HTML