About

Mao Xun Huang (Michael)

Artificial Intelligence and Software Engineering

Currently studying at National Chengchi University - Department of Management Information Systems - Double Major in Bachelor's Program of Artificial Intelligence Applications
Going to study my master in Computer Science @ Cornell University
Email: codingmaoxun@gmail.com
My GitHub
My LinkedIn
Google Scholar
My CV
My Resume

Professional Fields

Machine Learning & Artificial Intelligence
Software Engineering (Backend)

Work Experience

Data Scientist Intern @ Yahoo
Research Assistant @ Institute of Information Science, Academia Sinica
AWS Educate Cloud Ambassador - Technical Support
Teaching Assistant for Text-Mining Course @ NCCU

Academic Research

SmartSpatial: Enhancing the Spatial Arrangement Capabilities of Stable Diffusion Models and Introducing a Novel 3D Spatial Evaluation Algorithm
1. Accepted by IJCAI 2025 - AI Arts and Creativity Track (Full Paper)
Integrating Text-to-Image and Vision Language Models for Synergistic Dataset Generation: The Creation of Synergy-General-Multimodal Pairs
1. Accepted by IJCAI 2024 - GLOW Workshop (Full Paper)
Efficient Beam Search for Large Language Models Using Trie-Based Decoding
1. Under Reviewing
The Impact of Explainable AI on Building Trust in Human-Generative-AI Collaboration](https://drive.google.com/file/d/1CyT7Jux-fYu4AikjbZtlq06JWjgKLx34/view?usp=sharing)
1. Underreviewed at IJHCS
2. Responsible for machine learning model building, data analysis and interpretation.
A systematic review of integrating mixed reality and artificial intelligence in museums: Enhancing visitor experiences and innovating exhibit design
1. Accepted by HICSS-58 (2025)

Awards/Certification

2025 Awarded Outstanding Student of National Chengchi University (Top 8 of 16K students)
2024 National University Smart Innovation and Cross-Disciplinary Integration Competition Special Award - Excellence Award in Digital Technology Innovation Application
2024 NCCU AI Cross-Disciplinary × Sustainable Innovation Competition-1984 - Second Place
2023 National Data Innovation Award - Silver Prize
2023 NCCU Google Developer Student Club - Best Project Popularity Award
2023 AICUP NLP Competition - Top National Accuracy in Fact Text Retrieval and Verification
2023 NCCU Star of Innovation Competition - Second Place
2021-2022 Departmental Graduation Project Competition - Second Place
2022 National Information Service Innovation Competition - Information Application Category - Finalist
2022 National College Smart Innovation and Cross-Domain Integration Competition - E-commerce and FinTech Category - Finalist

Certifications

AWS Solutions Architect - Associate
TOEFL 105
TOEIC 945 (Golden Certification)

Special Experiences

NCCUPass: Founder, Backend Tech Lead, PM - Impacted over 2,000+ NCCU students and organizations; led a team of more than 20 members
Member of NCCU Google Developer Student Club (GDSC)
Served as a programming tutor for students and professionals (Machine Learning, Backend, Databases, etc.)
- Students included backend engineers, UI designers, headhunters, NTU students, etc.
- Successfully assisted students in completing company projects and career transitions
Developed an internal management system for a family-owned guesthouse in Xiaoliuqiu

Other Achievements

Contributed to the open-source project LLaVA, an advanced multimodal language and vision assistant with GPT-4 level capabilities, which has garnered 9.9K stars on GitHub
Approved for the 2022 National Science and Technology Council Undergraduate Project - Served as Technical Development Engineer
Served as Academic Director of the Department Student Association

Core Skills

Machine Learning, Artificial Intelligence & Data Science

Possess theoretical knowledge and practical experience in Machine Learning and Deep Learning
Have research experience in Machine Learning with a strong passion for the field
Adept at using various NLP techniques and language models to solve NLP-related tasks
Capable of using statistical tests to demonstrate the significance of interesting topics

Backend Engineering

Proficient in .NET project development
Understanding of SOLID principles and Design Patterns
Skilled in software layered architecture design, applying Design Patterns, CQRS, Redis, etc., to implement well-structured backends
Able to perform role-based authentication and authorization, and maintain security
Experienced with RDB and NoSQL database design and operations

Cloud Computing & DevOps

Familiar with Docker, IIS, and capable of deploying various services on servers
Proficient in using Docker; able to build complete services using Docker Compose, Volume, etc.
Capable of setting up GitLab CI/CD for automated integration and deployment
Familiar with Linux operations
Experienced with AWS, GCP, Azure cloud services

Web and Mobile Development

Proficient in Angular for project development
Able to develop PWA applications using Angular
Capable of implementing various UIs without relying on CSS frameworks

Others

Familiar with Git and team collaboration
Experienced in automation bots and web crawlers

Proficient Languages and Frameworks

Programming Languages: Python, C#, Java, JavaScript
Frameworks/Libraries: PyTorch, Keras, DeepSpeed, PyTorch Lightning, Hugging Face, WandB, .NET, Angular, React
Databases/VectorDB: MongoDB, MySQL, PostgreSQL, MSSQL, Weaviate, Chroma
Others: Git, Docker, Git CI/CD, AWS

Side Projects

NCCUPass (GDSC Project):

Flutter, .NET C#, MongoDB, Docker, Linux, CI/CD

Official Website Official Instagram Account Related Article
CC: Immersive Shopping App (National Science and Technology Council Project)

Angular (TypeScript), NodeJS, MongoDB, CI/CD, IIS

GitLab Repo (Frontend)
B&B Management System (Built for my parents when I was a high school student)

.NET C#, HTML/CSS/Javascript, MSSQL, IIS

Video