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lixianphys/README.md

Lixian Wang

Physicist | Python Developer | Ph.D. in Physics | Data Science | AI | Computer Vision

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I'm a physicist and Python developer with extensive experience building data analysis tools and numerical models. I've been hands-on with projects from start to finish – taking them from concept to launch.

I’ve worked on all sorts of projects, coding up models and toolboxes for scientific computing.

Recently, I’ve been diving deep into computer vision, working on an AI-driven image classifiers and medical imaging project. It’s a field that combines my love for problem-solving and data-driven solutions.

I’m all about solving tough problems that have a real impact and love driving innovation with data. Always looking for exciting challenges to dive into!

Open Source Projects

Title Technologies Short Introduction Since
MRImaster PyTorch Amazon Web Services FastAPI opencv AI-supported medical imaging classifier 2024
CounterFusion Downloads numpy Algorithms aiming at solving any interactions 2024
xkwant Kwantnumpy Kwant toolbox with adaptable templates, parameter tracking, benchmarking tools 2024
toyband numpy pandas A Landau level simulator 2022
Scientific-data numpy pandas scipy A versatile Python tool box for data analysis 2020
pidML RaspberryPi Arduino MLalgorithm trained with a physical model 2022
arXivEng Flask Jinja GUI for arXiv search engine 2021

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  1. MRImaster MRImaster Public

    AI-powered Medical Imaging Assistant

    Python

  2. Counterfusion Counterfusion Public

    algorithms aiming at solving interactions

    Jupyter Notebook

  3. xkwant xkwant Public

    Python

  4. Scientific-data Scientific-data Public

    A versatile Python tool box for data analysis

    Python 1

  5. toyband toyband Public

    A Landau level simulator

    Python

  6. pidML pidML Public

    MLalgorithm trained with a physical model

    C++