About Me

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GitHub: sakura0224 E-Mail: ykwang224@gmail.com

🎓 Education

Shanghai University 上海大学
Undergraduate, Electronic Information Engineering
Shanghai, China (September 2021 – Present)

  • GPA: 3.26/4.00, Average Score: 84.50/100
  • Awards:
    • 2023 Undergraduate “Challenge Cup” 2024 College Recommendation (<1%)
    • Silver Medal in the Campus Selection for the 2024 China International College Student Innovation Competition

👥 Experience

“Arrived or Not” — Design of an Intelligent Teaching System Platform Based on Machine Vision

Role: Co-Leader
Supervisor: Qi Zhang, PhD, Professor
Shanghai, China (December 2023 – Present)

  • Designed and implemented a real-time facial recognition system using RetinaFace for face detection and ArcFace for feature extraction and identification. Improved attendance tracking efficiency and prevented fraudulent check-ins (e.g., proxy sign-ins).

  • Developed a multi-functional mobile application for teachers and students, featuring class management, automated attendance tracking with facial recognition, and real-time data analysis to monitor student engagement.

  • Ensured scalability and performance with frontend-backend separation using Flutter (frontend) and FastAPI (backend), optimizing real-time processing and cloud integration.

    Further information available on GitHub:

Image Captioning using CNN and Transformer

Role: Leader
Supervisor: Qi Zhang, PhD, Assistant Professor
Shanghai, China (August 2024 – October 2024)

  • Implemented image caption generation using a Transformer Decoder in PyTorch, with ResNet50 for image feature extraction and GloVe embeddings for word representations.

  • Trained on the Flickr8K dataset (8,000+ images with 5 captions each). Supports greedy decoding and beam search decoding for caption generation.

  • Evaluated performance using BLEU scores and ROUGE scores to assess caption quality.

    Further information available on GitHub:

⚙️ Skills

  • Programming Languages: Python > C = Markdown > Dart > \(\LaTeX\)
  • Environment and Software: Windows, Linux, Android, Git, MySQL, PowerShell
  • Libraries and Frameworks: PyTorch, Flutter, FastAPI, MATLAB

ℹ️ Miscellaneous

  • Languages Proficiency:
    • Chinese (Native)
    • English (Fluent)
    • Japanese (Daily Conversation)
  • Certificates:
    • TOEFL 97 (Reading 25, Listening 27, Speaking 20, Writing 25)
    • JLPT N2 113 (Language Knowledge 42, Reading 30, Listening 41)
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