SimoneYC

HELLO, I'M

Computer Science Graduate Student · Software Developer

I build practical software across web applications, backend services, automation tools, and AI-powered systems—from idea to deployment.

Software Engineering Web & Backend Python Automation
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A LITTLE ABOUT ME

Building reliable software from ideas to deployment.

With a bachelor's degree in Computer Science and Engineering and ongoing master's training, I have built hands-on experience across web applications, backend APIs, desktop tools, databases, and systems programming.

I enjoy turning requirements into usable products—from designing interfaces and integrating APIs to automating workflows and deploying services. I am especially interested in software engineering and IT opportunities where I can solve real problems, learn quickly, and contribute across the development lifecycle.

  • Software Engineering
  • Web & Backend Development
  • Python & Automation
  • Systems & IT

🛠️ Skills

Technologies I use across research and software development.

Programming Languages

  • Python
  • C / C++
  • Java
  • JavaScript
  • R
  • SQL
  • Assembly

AI & Machine Learning

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

Computer Vision

  • OpenCV
  • YOLO
  • Faster R-CNN
  • Object Detection
  • Optical Flow
  • Feature Matching

Medical Imaging & Generative AI

  • DICOM Processing
  • Medical Image Preprocessing
  • GAN-based Image Translation
  • Cross-domain Image Synthesis
  • Image Segmentation
  • Morphological Processing

Web Development

  • HTML / CSS
  • Bootstrap
  • Flask
  • Node.js / Express
  • REST API
  • Responsive Web Design

Databases & Cloud

  • SQLite
  • MySQL
  • Oracle
  • MongoDB
  • Firebase
  • Render

Embedded & IoT

  • ESP32
  • Arduino
  • Sensor Integration
  • IoT Data Collection
  • Hardware-Software Integration

Desktop & Automation

  • Tkinter
  • PyQt5
  • ttkbootstrap
  • Web Scraping
  • FFmpeg
  • Task Automation

Systems & DevOps

  • Linux / UNIX
  • Git
  • GitHub Actions
  • Docker
  • GitHub Pages
  • Gunicorn

Languages

  • Mandarin - Native
  • Taiwanese - Fluent
  • English - TOEIC 885
  • Korean - TOPIK I

🎓 Education

My academic journey in computer science, from software foundations to medical imaging research.

Current

National Cheng Kung University

M.S. in Computer Science and Information Engineering

  • Medical Imaging
  • Generative AI
  • Computer Vision
Bachelor's

National Chung Hsing University

B.S. in Computer Science and Engineering

  • Software Development
  • Computer Vision
  • Systems

PROFESSIONAL EXPERIENCE

Work Experience

Building production-ready software through data engineering, automation, and cross-functional collaboration.

AUO Corporation

System Software Development Intern

Project-based Internship

Jul 2023 - Aug 2023
  • Completed a project-based internship by developing and launching an automated production-equipment monitoring and anomaly-alert system with Python, SQL, and HTML, replacing periodic manual inspections with continuous monitoring.
  • Built an end-to-end data pipeline for multi-source equipment time-series data, including ingestion, signal processing, mapping, validation, database writes, and configurable anomaly detection.
  • Integrated results with internal visualization and notification platforms, then used parameterized designs to deploy the system across multiple equipment configurations.
  • Worked with process, manufacturing, and engineering teams on requirements, data validation, and system integration to deploy the solution in the production environment.
  • Python
  • SQL
  • HTML
  • Data Pipeline
  • Time-Series Processing
  • Anomaly Detection
  • Automation

ACADEMIC SERVICE

Academic Support Experience

Supporting course operations, student communication, capstone projects, and academic activities during my master's program.

Course Support

Artificial Intelligence and Medical Applications

Project & Competition Support

Capstone Project and Project Competition

Program Support

In-Service Master's Program

Teaching Assistant

Course and Academic Operations

  • Supported assignment administration, course materials, classroom operations, attendance, and academic records.
  • Coordinated student communication and assisted instructors with course information and day-to-day operations.
  • Supported capstone project coordination, progress tracking, and project competition activities.
  • Assignment Support
  • Student Communication
  • Material Organization
  • Project Coordination
  • Competition Support
  • Classroom Support
  • Attendance & Records

AWARDS & RECOGNITION

Awards & Achievements

Recognition across software projects, academic performance, and long-term personal development.

First Place

Computer Science and Information Engineering Project Contest

Automatic Pedestrian Safety Detection System Using Deep Learning and Optical Flow

Project period: Sep 2023 - Jun 2024

Certification

2nd Dan Go Rank Certification

Weiqi Association of the R.O.C.

Academic Achievement

Outstanding Performance in the Joint General Physics Examination

National Chung Hsing University

SELECTED WORK

Projects

A selection of research and software projects where I turn technical ideas into practical systems.

LIVE ON THE WEB

Live Web Projects

Interactive projects you can open and try directly in your browser.

AI Web Application

AI Tarot Reading

An interactive tarot experience that simulates card drawing and orientations, then uses the Gemini API to generate personalized readings from the selected spread.

  • JavaScript
  • Gemini API
  • REST API
  • Render
  • GitHub Pages
Web Game

Typing Speed Game

An online typing game with multiple modes and difficulty levels, featuring real-time scoring, personal best records, and an online leaderboard.

  • JavaScript
  • Flask
  • SQLite
  • REST API
  • Render

Other Projects

Machine Learning

Career Change Prediction App

A web application that predicts career change likelihood from personal and industry factors and presents results through an accessible interface.

  • Python
  • Flask
  • Scikit-learn
  • Pandas

AIoT

Taichung Travel LINE Bot

A LINE Bot that helps users discover attractions, food, and local recommendations in Taichung using collected travel data.

  • Python
  • LINE Bot
  • Web Scraping
  • AIoT

Desktop Tool

YTD

A portable desktop tool for downloading online videos and converting audio without requiring a separate installation.

  • Python
  • Tkinter
  • GUI
  • Media Tool
IMDb search engine desktop interface

Database Application

IMDb Search Engine GUI

A Python desktop interface for searching and exploring structured IMDb movie information through a database-backed application.

  • Python
  • GUI
  • Database
Image steganography demonstration

Information Security

Image Steganography

A system for embedding and extracting secret messages in images while minimizing visible distortion through custom encoding techniques.

  • Python
  • Image Processing
  • Cryptography

RESEARCH & PUBLICATIONS

Published Research

Research that connects computer vision methods with a practical road-safety application.

TANET 2024 conference poster
Conference Paper First Author

Taiwan Academic Network Conference (TANET 2024)

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

A computer vision study combining object detection, optical flow, image processing, and IoU analysis to identify vehicles that fail to yield to pedestrians.

LET'S CONNECT

Have an idea worth exploring?

I am open to software engineering and IT opportunities, project collaboration, and conversations about web development, backend systems, automation, and practical AI applications.

Open to conversations

Let's build something meaningful.

Email is the best way to reach me. You can also explore my code, professional profile, and technical notes through the links here.

Send me an email