GenAI / NLP Researcher · Full-Stack Developer

Hi there, I'm

Anna
Chen

M.S. in CS @ NCU specializing in GenAI Agents, RAG, and full-stack development — bridging research (CIKM / TAAI) and engineering.

New Taipei City, Taiwan

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About Me

I'm a CS master's student at National Central University focused on Generative AI — building LLM agents, RAG pipelines, and the full-stack systems around them. My work bridges academic research (CIKM, TAAI) and real engineering, from deploying smart education platforms to optimizing retrieval systems. I love turning messy, complex problems into clear, useful tools.

Education

M.S. in Computer Science & Information Engineering

National Central University

2024 - Present

GPA: 4.1/4.3

Publications / Thesis

▸

A Dialogue Knowledge Tracing System for Learning Analytics— CIKM 2025 (ProActLLM)

▸

Domain-Retrieved Evidence and Multi-Agent Reasoning for Structured Paper Evaluation— TAAI 2025

B.S. in Computer Science & Engineering

Yuan-Ze University

2020 - 2024

GPA: 3.8/4.0

Publications / Thesis

▸

Improving Bug Report Summarization Using Deep Learning Methods— NSTC 112th College Student Research

Experience

Research Assistant

NCU WIDM Lab

2025.02 - Present · Taiwan

- Built and maintain the official lab website (full-stack) - Manage GPU server infrastructure: user provisioning, troubleshooting & uptime monitoring for 10+ researchers

Teaching Assistant — Artificial Intelligence

NCU CSIE

2025.09 - 2026.01 · Taiwan

- Designed ML assignments (multi-class classification, sequence labeling) for 50+ students - Evaluated project architectures and provided technical mentorship

Application Services Intern

Telecom Technology Center (TTC)

2024.02 - 2024.06 · Taiwan

- Executed database migration projects ensuring data integrity - Ran web stress testing to verify system stability post-deployment

Honors & Awards

1st Place — TSMC IT CareerHack (Group B)

2026

Semiconductor Supply Chain Intelligent Assistant

Paper Accepted — CIKM 2025 (ProActLLM Workshop)

2025

A Dialogue Knowledge Tracing System for Learning Analytics

Paper Accepted — TAAI 2025

2025

Domain-Retrieved Evidence & Multi-Agent Reasoning for Structured Paper Evaluation

NCU CSIE Outstanding Student Scholarship

2024

National Central University

NSTC College Student Research Grant

2023

112th — Bug Report Summarization

Skills

LLM & Agents

OpenAI / Gemini APILocal LLM (Ollama)RAG / LightRAGMulti-Agent SystemsKnowledge Graph

ML / NLP

PyTorchBERTRoBERTamT5XGBoost

Web

ReactVueSocket.ioFastAPIMongoDB

Infra

PythonSQLDockerGitLinux

Projects

Things I've built

Blog

Notes & paper reading on GenAI, RAG, and the systems I build.

All Posts

Get In Touch

Feel free to reach out for collaborations, opportunities, or just to say hello!

Email

angelachen572@gmail.com

GitHub

@AnnaChen1228

LinkedIn

Anna Chen

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