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@complexsystemslab

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neelsoumya/README.md

👋 Hello, I'm Soumya Banerjee! (pronounced show-mo)

🎓 Senior Research Fellow & Affiliated Lecturer
🌍 University of Cambridge

🚀 About Me

I tackle complex problems and create new statistical and machine learning techniques to extract insights from large datasets. My work lies at the fascinating intersection of complex systems and explainable AI.

I have worn many hats:

💼 AI/Machine Learning researcher

🔬 Experimental scientist

🏥 Data scientist in a clinical setting

🏥 Computational biologist

💼 Teaching AI techniques

💼 Developing new AI techniques

💼 Finance & industry professional (domain certified in finance & mortgage)

🛠️ What I Do

  • 🔭 Analyze complex systems with data science and ML
  • 🌱 Research areas:
    • Data Science, Machine Learning
    • Computational Biology, Bioinformatics
    • Computational Immunology & Immunogenomics
    • Clinical Informatics

📬 Get in Touch / More About Me

📦 Featured R Packages

🛠️ More Packages

🌟 Outreach Projects

👨‍🏫 Teaching Resources

🎤 Talks

💻 Software & Portfolio

🎛️ Graphical User Interfaces

✨ Preprints

🌐 Online Presence

Soumya's GitHub stats Top Languages

🧭 My Philosophy

👥 I collaborate closely with domain experts and stakeholders, using computational tools for social good.

data science philosophy

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  1. public_open_source_data_science public_open_source_data_science Public

    A repository of open source data science projects for social good

    Jupyter Notebook 3 1

  2. butterfly_detector butterfly_detector Public

    Basic tutorials and code for teaching deep learning and machine learning

    Jupyter Notebook 2

  3. dsSurvivalClient dsSurvivalClient Public template

    Survival functions (client side) for DataSHIELD. Package for building survival models, Cox proportional hazards models and Cox regression models in DataSHIELD.

    HTML 3 9

  4. dsSurvival dsSurvival Public template

    Survival functions for DataSHIELD. Package for building survival models, Cox proportional hazards models and Cox regression models in DataSHIELD.

    R 5 12

  5. dsSurvivalbookdown dsSurvivalbookdown Public template

    A bookdown demonstrating how to build survival models using the dsSurvival package in DataSHIELD

    TeX 3

  6. getting-_started_data_science getting-_started_data_science Public

    Resources to get started in data science and teach yourself data science

    1 1