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Mao Xun Huang - Software & Machine Learning Specialist

🎓 Education

  • Studying at National Chengchi University
    • Major: Information Management
    • Dual Degree: Artificial Intelligence
    • GPA: 4.0/4.0
    • Expected Graduation: Jun. 2025

🛠️ Professional Expertise

  1. Backend Engineering
  2. Machine Learning & Artificial Intelligence
  3. Web-based Development
  4. DevOps & Cloud Computing

👨‍💻 Work Experience

  1. Research Assistant @ Institute of Information Science, Academia Sinica
  2. AWS Educate Cloud Ambassador - Technical Support
  3. Text-Mining Course Teaching Assistant @ NCCU

🔬 Research Experience

  1. Improving the Spatial Knowledge of Stable Diffusion Model with Vision Large Language Model and Reinforcement learning
  2. Integrating Text-to-Image and Vision Language Models for Synergistic Dataset Generation: The Creation of Synergy-General-Multimodal Pairs

🏆 Awards & Achievements

  • Silver Award, 2023 National Digital Creation Award
  • Top National Ranking in Accuracy, 2023 AICUP NLP Competition (Fact Text Retrieval and Verification)
  • Best Project Popularity Award, 2023 NCCU Google Developer Student Club
  • 2nd Place, 2023 NCCU Startup Star Competition
  • 2nd Place, 2021-2022 NCCU MIS Graduation Project Competition (in my freshman year)
  • Finalist, 2022 National Information Service Innovation Competition
  • Finalist, 2022 National College Smart Innovation and Cross-Domain Integration Competition

👔 Special Experience

  • Founder, Backend TechLead, PM of NCCUPass, impacting 1000+ students
  • Member of NCCU Google Developer Student Clubs (GDSC)
  • Private tutor for programming (Backend, Machine Learning, Database, Frontend, Project Development)
  • Developed an internal management system for a B&B in Xiao Liuqiu

📚 Other Experience

  • Contributor to the open-source project LLaVA, a GPT-4 level multimodal assistant, with 9.9K stars on GitHub
  • Technical Developer in the 2022 National Science Council College Student Project

📜 Language Certifications

  • TOEIC: 945 (Golden certificate)

💻 Key Skills

  • Backend Engineering: .NET project development, SOLID principles, Design Patterns, software architecture, RDB & No-SQL database design
  • Machine Learning & AI: Deep Learning, NLP, Machine Learning
  • Cloud Computing & DevOps: Docker, IIS, Server Setup, Docker Compose, GitLab CI/CD, Linux, AWS
  • Website & Mobile System Development: Angular, PWA APP development, UI design without reliance on CSS frameworks
  • Others: Git collaboration, automation bots, web scraping

🌐 Languages & Frameworks

  • Backend: .NET C#, NodeJS
  • ML & AI: Python (Keras, PyTorch)
  • Frontend: Angular, TypeScript, HTML, CSS, JavaScript, PWA
  • Tools: Git, Docker, GitLab CI/CD, IIS, RDB & NoSQL, Firebase

🚀 Side Projects

  • NCCUPass (GDSC Project): Flutter, .NET C#, MongoDB, Docker, Linux, CI/CD
  • CC Immersive Shopping APP (National Science Council Project): Angular (TypeScript), NodeJS, MongoDB, CI/CD, IIS
  • Xiao Liuqiu B&B Management System: .NET C#, JavaScript, MSSQL, IIS
  • FunTalk Chat App: JavaScript, Firebase
  • Desktop PTT Project: .NET C#
  • NCCU Foodie Project: Java, NodeJS, MySQL

MaoXun's Projects

2layernn icon 2layernn

Build a 2 layer neural network using pytorch

ddpo-pytorch icon ddpo-pytorch

DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support

llava icon llava

Visual Instruction Tuning: Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.

nn_lab_tutor icon nn_lab_tutor

Creating a new formula to calculate the numbers of neurons in hidden layers.

slfn_regularization icon slfn_regularization

Building a SLFN that has different forward mode (normal, dropout, batch normalization). Using 3 different regularizing approaches to regularize weight.

slfn_weighttuning icon slfn_weighttuning

This is a repo that builds an Single Hidden Layer Neural Network applied with different stopping criterion.

tutor-backend-security icon tutor-backend-security

Introduction and practice to basic backend security. Contents include JWT, Password Encryption, RBAC, etc.

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