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  • Ritsumeikan University
  • Osaka, Japan

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KnightHart7616/README.md

Hi, I'm Tetsuhiro Nagae 👋

I'm an Information Science and Engineering student at Ritsumeikan University in Japan, with interests in software development, machine learning, and algorithm design.

🎓 Expected graduation: March 2027

Featured Projects

🧬 Interactive Ita-Bag Layout Generation

An interactive layout generation system using an Interactive Genetic Algorithm (IGA), combining user feedback with automatic aesthetic evaluation to generate personalized ita-bag layouts.

Technologies: Python · Tkinter · Interactive Genetic Algorithm · Human-in-the-Loop Optimization

🎵 Pokémon Cry Recognition

An audio recognition system using MFCC feature extraction and Random Forest classification, with microphone recording, Top-3 predictions, and a desktop GUI. An experimental Mel Spectrogram + CNN pipeline was also implemented for model comparison.

Technologies: Python · Librosa · scikit-learn · MFCC · Random Forest · PyTorch · CustomTkinter

Technical Skills

Programming: Python · Java · C#
Machine Learning & Data: scikit-learn · NumPy · Pandas · OpenCV · Librosa
Web & UI: React · HTML/CSS · Tkinter · CustomTkinter
Other: SQL · Linux · UML

Languages

  • Chinese: Native
  • English: Professional Working Proficiency — TOEIC 855
  • Japanese: Upper-Intermediate

Pinned Loading

  1. interactive-genetic-ita-bag-layout interactive-genetic-ita-bag-layout Public

    Interactive ita-bag layout generator using Python, Tkinter, and an Interactive Genetic Algorithm (IGA) with user-guided aesthetic optimization.

    Python

  2. pokemon-cry-recognition pokemon-cry-recognition Public

    Pokémon cry recognition system using MFCC, RandomForest, and real-time audio recognition.

    Python