psychology Machine Learning & LLM Systems

Architecting
Intelligent Systems.

I am Mao-Siang Chen (Vincent). I build robust machine learning infrastructure and LLM applications, from fine-tuned models to production-grade systems. Open-source contributor at Flyte.

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System Status

Open Source Contributor

Core @ Flyte

Pedigree & Path.

My name is Vincent. I am a master student at UC San Diego majoring in Computer Science with a focus on NLP and LLMs. Passionate about developing LLM applications for education and healthcare.

Vincent Chen
rocket_launch

Open Source

Core Contributor at Flyte

15+ pull requests and 1000+ lines of code contributed to Flyte, a scalable workflow orchestration platform.

school Education

University of California - San Diego

2025-2027

Master of Science (MS), Computer Science

National Yang Ming Chiao Tung University

2020-2024

Bachelor of Science (BS), Computer Science

work Experience

Research Assistant

Jul. 2023 - present

NYCU NLP Lab · Hsinchu, Taiwan

Under the guidance of Prof. An-Zi Yen, I delved into a lecture-abstract-based question generation system project, where we fine-tuned an LLM on self-collected datasets. Our demo system’s …

Machine Learning Engineer Intern

Jan. 2024 - May 2024

Omnichat Inc. · Taipei, Taiwan

Contributed to the development of an “AI Customer Service Chatbot” by integrating retrieval-augmented generation with automated workflows, creating an end-to-end chatbot solution. Also …

Selected Works.

Deep dives into specific problems solved through code, architecture, and engineering.

FoodiePlan
Full-Stack Web Development

FoodiePlan

A meal planning web app built with Next.js, MongoDB, and Google OAuth. FoodiePlan leverages Gemini AI to generate personalized recipe suggestions and weekly …

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E-QGen: Educational Question Generation
NLP Research

E-QGen: Educational Question Generation

A lecture abstract-based question generation system optimizing the preparation process for educators in academic lectures. Given a lecture abstract, E-QGen …

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Flyte Open Source Contributions
Open Source

Flyte Open Source Contributions

Collaborating with open-source community members worldwide to implement features and fix bugs. Contributions focus on enhancing dataclass support and features …

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The Architect's Log.

A compact, respectful log of systems, architectures, the thinking behind them.

mail chenvincent610@gmail.com location_on La Jolla, CA