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👩‍💻

Hi! I'm a CSIE student from Taiwan.

🔭 I’m currently working on Computer Vision with Deep Learning , Web front-end

🌱 I’m currently learning AIoT , Digital Image Processing , Artificial Intelligence , Machine Learning , Docker , Node.js

📝 I regularly write articles & NOTE on Hackmd

🛠️ Skills

Some of my skills.

Programming Languages

  • Python
  • C
  • C++
  • Java
  • R

Machine Learning

  • TensorFlow
  • PyTorch
  • Scikit-learn
  • NumPy
  • Pandas

Web Back-end

  • Flask
  • MySQL
  • Oracle
  • MongoDB
  • Web Scraping
  • Auto Mail

Digital Image Processing

  • Image Enhancement
  • Image Restoration
  • Edge Detection
  • Thresholding
  • Morphological Processing
  • Feature Extraction

Web Front-end

  • HTML
  • CSS
  • Javascript
  • Bootstrap
  • Tkinter

DevOps

  • Docker
  • Node.js
  • Git
  • GitHub Actions
  • Linux

Computer Vision

  • YOLO
  • OpenCV

AIoT

  • ESP32
  • Arduino
  • Firebase

Other

  • HackMD
  • canva
  • PPT
  • Word

Languages

  • Mandarin - Native
  • English - Expert (TOEIC 885)
  • Korean - Basic (I)

🎓 Education

💼 Work Experience

🏅 Competition Experience

📌 Projects

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A Study on Automatic Pedestrian Safety Detection System Using Deep Learning and Optical Flow

Develop a system using image processing, DL, YOLO, Optical Flow, and IoU to detect vehicles not yielding to pedestrians, with automated email notifications.

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Career Change Prediction App

A machine learning-powered web app that predicts career change likelihood based on personal and industry factors, with a user-friendly interface for real-time results.

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LINE Bot for Travel Recommendations - I am in Taichung

A project designed to assist users in exploring Taichung's attractions, food, and snacks with LINE Bot integration and data scraping.

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YTD

A portable app for easy YouTube video downloads and audio conversion, usable on any computer without installation.

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IMDb Search Engine GUI

This is the DB project with python its own GUI interface implement.

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Steganographic Techniques in Images

A system for embedding and extracting secret messages in images with minimal visual distortion using custom encoding techniques.

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🚀 Paper

Taiwan Academic Network Conference

First author

A Study on Automatic Pedestrian Safety Detection System Using Deep Learning and Optical Flow

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📬 Contact