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arundasan91/README.md

Hi there 👋

  • 👨‍💻 I’m a Postdoctoral Associate at the University of Pittsburg Medical Center (UPMC).
  • 🌱 My current work is to progress research in single cell spatial transcriptomic analysis; from cell segmentation, cell typing, to further downstream analysis based on the spatial location of the genes, its expression patterns, pathological insights and much more.
  • 🌱 Also, I develop AI algorithms, recently more focused in graph-based algorithms, to identify spatially significant and pathologically relevant gene expression patterns.
  • 💬 Ask me about machine learning, deep learning, cloud and distributed computing, and data science.
  • ⚡ Fun fact: I enjoy photography 📷 and you can find me at @arun91dasan on Instagram or @arun_not_arun on Twitter.
  • 📄 My publications can be found in my Google Scholar profile.

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  1. Deep-Learning-with-Caffe Deep-Learning-with-Caffe Public

    My tests and experiments on Caffe, the deep learning framework by Berkeley Vision and Learning Center (BVLC) and its contributors.

    Jupyter Notebook 35 12

  2. DeXpression DeXpression Public

    TFLearn Implementation of DeXpression architecture. Batch normalization is used instead of LRN. Gives a precision of 99.3 percent, recall of 99.2 percent and f1-score of 99.2 percent on CKPlus Data…

    Python 13 8

  3. Linux-Essentials Linux-Essentials Public

    IPMI, Server Administration, package installation scripts and much more.

    Jupyter Notebook 7 4