View neelsoumya on GitHub

Welcome to GitHub Pages

My name is Soumya Banerjee (first name pronounced as show-mo) and I am a researcher. I analyze complex problems and implement new statistical and machine learning techniques for deriving insights from large amounts of data.

I have worked in the experimental sciences, clinical, financial and healthcare domains. I have worked in industry and am domain certified in finance and mortgage.

  • 🔭 I am currently working on analyzing complex problems and implementing new statistical and machine learning techniques for deriving insights from large amounts of data

  • 🌱 I work on data science, machine learning, computational biology, bioinformatics, computational immunology and clinical informatics

  • 📫 How to reach me and get more information on my work

    https://sites.google.com/site/neelsoumya

  • âš¡ Publications

    https://sites.google.com/site/neelsoumya/publications

  • 🌱 Software

    https://sites.google.com/site/neelsoumya/software

  • 👯 I work very closely with domain experts and stakeholders and use computational tools for social good. I outline my design and work philosophy below.

    • data science philosophy

  • 😄 My software and data science portfolio is below

    https://github.com/neelsoumya/public_open_source_data_science

  • ✨ Preprints of my papers

    https://github.com/neelsoumya/paper_preprints

    https://bitbucket.org/neelsoumya/paper_preprints

  • 💬 Teaching resources

    https://sites.google.com/site/neelsoumya/teaching

    https://github.com/neelsoumya/butterfly_detector

    https://github.com/neelsoumya/basic_statistics

    https://github.com/neelsoumya/teaching_resources

    Teaching demo videos

    https://www.youtube.com/watch?v=omxbpel-b64&feature=youtu.be

    https://www.youtube.com/watch?v=4_la9-Ehvmo

    Collated teaching resources

    https://osf.io/25gnz/

  • 💬 Talks I have given

    https://www.youtube.com/watch?v=jDIt60LVyWY&list=PL_3n–M9GNtBevpfzHkelrRj03wVjAU0Q

    https://www.youtube.com/watch?v=omxbpel-b64&feature=youtu.be

    https://www.youtube.com/watch?v=4_la9-Ehvmo

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