Hi, I'm Guan-Ming 👋
Software Dev & Open Source Enthusiast
WES

About

I'm an graduate student in EECS at National Taiwan University, with a keen interest in software development and web programming. My passion lies in creating innovative solutions and optimizing systems to achieve significant efficiency improvements.

Work Experience

N

Netbase Quid

Aug. 2025 - Present
Software Engineering Intern
-@BI Team
M

Microsoft

Feb. 2025 - July. 2025
Research and Development Intern
-Led HITL development in the labeling system, enabling human refinement of AI results and boosting UX
-Maintained labeling SDK and CI/CD pipelines for Azure AI Content Understanding
I

Industrial Technology Research Institute

Mar. 2024 - Sep. 2024
Full-Stack Intern
-Migrated build tool from CRA to Vite, reducing build times by 30% and ensuring CI/CD pipeline integration
-Developed and tested complex form components with validation logic
S

ShopBack

Oct. 2023 - Mar. 2024
Software Engineering Intern
-Implemented an automated error alert system, reducing internal error reporting time by 50%
-Streamlined end-to-end test automation, saving 1.5 hours per day in testing
C

Cloudcomm Technology Corporation

Jul. 2023 - Sep. 2023
Freelance Developer
-Built a community management system utilized by 5 local community committees
-Developed LLM-based transcription and voting summarization features, improving management efficiency
-Conducted auto integration and end-to-end tests to validate full system workflows

Education

N

National Taiwan University

Sep. 2025 - Expected Jun. 2027
Master of Electrical Engineering (EECS)
-@NetDB Lab
-Selected Courses: Deep Learning for Computer Vision, Deep Learning for Music Analysis and Generation
N

National Taiwan University

Sep. 2021 - Jun. 2025
Bachelor of Information Management
-Awarded Dean's List Honor twice in 4 years, GPA: 4.14/4.3
-Led 2023 NTU Art Festival official website development
-Selected Courses: Web Programming, System Analysis and Design, Data Structures and Algorithms, Operating Systems, Machine Learning

My Highlights

  • A

    Apache Airflow - Committer

    -Delivered 100+ PRs enhancing core UI and API features, enhancing performance, usability, and maintainability-Led the development of Human-in-the-Loop (HITL) UI, Gantt Chart features-Integrated Polars across 10+ providers, increasing performance and preserving backward compatibility
    Source
  • N

    NumPy - Triager

    -Invited to become NumPy Triager in May 2025-Contributed 70+ PRs as a core contributor to the NumType project, improving NumPy's type system
    NumPy
    NumType
  • T

    TSMC IT Hackathon - 2nd Place

    React, FastAPI, LangChain, LangGraph, LangSmith-Created an online editor for code optimization, conversion, and correction with integrated GitHub code scraping-Designed a framework for managing conversational context and state using the Langchain ecosystem, enabling observable and explainable LLM interactions
    Source

My Projects

Smart Closet 🧥

Smart Closet 🧥

Streamlined the outfit matching process through an AI-powered clothing recognition and recommendation application.

React Native
Redux
Typescript
PostgreSQL
FastAPI
PyTorch
YoloV8
Gemini API
Source
GitHub Weekly Digest 🔥

GitHub Weekly Digest 🔥

Automatically scrape and generate a weekly digest of trending GitHub repositories using Gemini API.

Next.js
Typescript
TailwindCSS
Shadcn UI
GitHub Workflow
Gemini API
Website
Source
Certif-Eye 👀

Certif-Eye 👀

Help users to check review credibility and analyze review trends.

Next.js
Typescript
TailwindCSS
Shadcn UI
PyTorch
Flask
Selenium
Source
Quiztory 📖

Quiztory 📖

Share exam materials and enable students to exchange valuable study resources.

Next.js
Typescript
TailwindCSS
Shadcn UI
drizzle-orm
next-auth
PostgreSQL
Website
Source
LinkedIn