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LittleFish-Coder/README.md

Hi there! I'm Fish

About Me

I am Chen-Yang Yu, currently pursuing my master's degree in AI Robotics at National Cheng Kung University.

Research Domain:

  • GNN: Graph Neural Network
  • Computer Vision: Image Processing, Object Detection
  • Language Model: LLM, RAG, MCP
  • Software Development: Frontend, Backend, CI/CD

Work Experience

  • Technical Specialist Intern, Microsoft (Jun. 205 ~ present)
  • Data Scientist Intern, Micron (Jul. 2024 ~ Aug. 2024)
  • Software Engineer Intern, TSMC (Jun. 2022 ~ Jan. 2023)

Projects

  • GGWhisper

    Runner-up at TSMC IT Hackathon 2025

    A real-time translation system that can help enterprises to communicate with their foreign clients or partners.

  • YYDS Dance Generator (NCKU GDSC 2nd AI Team Project)

    Soul Coder

    An innovative generative AI dance synthesizer that transforms source images into dynamic dance movements, utilizing cutting-edge techniques from MediaPipe and Pix2Pix pose2img

  • AutoHighlight Visionary for Basketball

    A real-time object detection system(basketball, player shot, and hoop) that can detect if the player scores based on the trajectory of the basketball.

Publications

DynGraph-GAT: Adaptive Edge Construction for Content-Based Few-Shot Fake News Detection

Accepted at ITAOI 2025

DynGraph-GAT is a few-shot fake news detection framework that constructs dynamic semantic graphs from news content, without user data. It combines RoBERTa embeddings and Graph Attention Networks, achieving strong performance in few-shot scenarios.

Achievements

Award Date Description
Runner-up 2025 2nd place in TSMC IT Hackathon 2025
Soul Coder 2024 Google Developer Student Clubs (NCKU) Forum
Rank 13 2024 13th place in Generative-AI Navigation Information Competition for UAV Reconnaissance (Image Data Generation), AI CUP 2024 Spring
Popular & Creative Hacker 2022 Won the Popular & Creative Hacker award at TSMC Internship IT Hackathon 2022
Hackathon Finalist 2022 Reached the final competition at TSMCxMicrosoft Hackathon 2022

Skills

Languages

Python C C++ Java Kotlin

Machine Learning & Deep Learning

HuggingFace PyTorch Pandas Scikit-learn Streamlit

Full Stack Development

FastAPI Flutter Flask Spring Boot

Database

mysql mongodb ArangoDB

Tools

gcp git github CI/CD docker kubernetes

Contact Me

Pinned Loading

  1. basketball-sports-ai basketball-sports-ai Public

    YOLOv8 on Basketball Sports, including player detection, pose estimation.

    Jupyter Notebook 23 2

  2. DynGraph-GAT DynGraph-GAT Public

    2025 ITAOI - The 23rd Conference on Information Technology and Application in Outlying Islands

    Jupyter Notebook

  3. GGWhisPer GGWhisPer Public

    2025 TSMC IT Hackathon - 2nd place

    Python 2

  4. line-sticker-downloader line-sticker-downloader Public

    Download LINE Sticker

    Python 1

  5. yyds-dance-generator yyds-dance-generator Public

    NCKU 2nd GDSC AI Project - Yang Yang Dance Simulator

    Jupyter Notebook 7

  6. video2gif-converter video2gif-converter Public

    Convert video to gif

    Python