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@complexsystemslab

Complex systems laboratory

An open laboratory for research in complex systems

Hello! 👋

This is an open laboratory for complex systems data science.

My name is Soumya Banerjee and I am a senior research fellow at the University of Cambridge. Please get in touch if you would like to be involved or collaborate.

My website is here

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

Email me at

sb2333 AT cam dot ac dot uk

[email protected]

Here is a short biography:

Soumya analyses complex problems and implement new statistical and machine learning techniques for deriving insights from large amounts of data. He works closely with people from other domains, especially experimentalists and clinicians.

Soumya works in explainable AI (xAI) and unconventional approaches to AI. He works at the intersection of complex systems and xAI: he takes inspiration from complex systems to suggest new approaches to AI, and uses AI to analyze complex systems.

Soumya worked in industry before completing a PhD in applying computational techniques to interdisciplinary topics. He has worked closely with domain experts in finance, healthcare, immunology, virology, and cell biology. He collaborates with clinicians and patients on using patient and public involvement to build trust in AI algorithms. He also builds explainable AI techniques.

Soumya’s research uses data science for social good and answer questions about complex systems. Complex systems are all around us, from social networks to transportation systems, cities, economies and financial markets. He is also very passionate about outreach, science communication.

Popular repositories Loading

  1. rlib rlib Public

    Forked from neelsoumya/rlib

    Miscellaneous R support functions

    R 1

  2. public_open_source_data_science public_open_source_data_science Public

    Forked from neelsoumya/public_open_source_data_science

    A repository of open source data science projects for social good

    Jupyter Notebook 1

  3. open_data open_data Public

    Forked from neelsoumya/open_data

    Open data

    1

  4. project_ideas project_ideas Public

    Project ideas for students

    1

  5. competitive_generative_agents competitive_generative_agents Public

    Forked from nyoma-diamond/evaluating_generative_agents

    Generative Agents: Interactive Simulacra of Human Behavior

    Python 1

  6. co.py.cat co.py.cat Public

    Forked from jalanb/co.py.cat

    cop.y.cat extends Hofstadter's, pythonically

    Python

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