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weiykong/README.md

Hi, I'm Weiyuan πŸ‘‹

Scientist turned engineer interested in building tools to explore complex data.

My background is in biophysics and quantitative imaging, where I worked on extracting meaningful signals from biological experiments using computational approaches. Over time I became increasingly interested in the engineering side of science: building reliable pipelines, automating analysis workflows, and turning research methods into reproducible software.

Today I enjoy working at the intersection of:

πŸ”¬ Science
πŸ“Š Data
🧠 AI
πŸ›  Engineering


πŸ›  What I enjoy building

  • Scientific Computing Tools – Tools for data extraction and modeling.
  • Image Analysis & Computer Vision – High-throughput microscopy and biological imaging pipelines.
  • Data Processing Workflows – Robust, scalable research data pipelines.
  • AI-Assisted Research Tools – Leveraging ML to accelerate discovery.
  • Developer Utilities – Building for reproducible and open science.

πŸ’» Technical stack

Languages & Core: Python Β· NumPy Β· SciPy Β· OpenCV Β· scikit-image
Machine Learning: PyTorch Β· scikit-learn Β· Deep Learning
Engineering: Git Β· CI/CD Β· Docker Β· Scientific computing & Automation


πŸ›° Current interests

  • Computational Imaging – Pushing the limits of what we can see.
  • AI for Scientific Discovery – Applying modern AI to complex biological problems.
  • Research Tooling – Bridging the gap between code and experimental science.
  • Automation – Making scientific workflows more reliable and reproducible.

πŸ’‘ Philosophy

I enjoy turning ideas into working tools.
Especially when those tools help researchers explore complex datasets and accelerate discovery.


πŸ“ Strasbourg, France


πŸ“Š GitHub Stats

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  1. ForceInferencePy ForceInferencePy Public

    A robust Python package for force inference in 2D and 2.5D tissues.

    Python

  2. imgclean imgclean Public

    Audit and clean image datasets β€” find duplicates, blurry images, corrupted files, and train/val/test leakage before training or labeling.

    Python

  3. CineDepthPro CineDepthPro Public

    On-device AI portrait mode for Android. Monocular depth estimation + AGSL GPU bokeh engine with 7 lens effects.

    Kotlin

  4. universal-unet-segmentation universal-unet-segmentation Public

    A universal U-Net implementation designed for high-performance biological image segmentation. This project is optimized for TIFF stacks and supports acceleration on Apple Silicon (M1/M2/M3) as well…

    Python