My name is Soumya Banerjee (first name pronounced as show-mo) and I am a senior research fellow and affiliated lecturer at the University of Cambridge.

I analyze complex problems and implement new statistical and machine learning techniques for deriving insights from large amounts of data.

I work at the intersection of complex systems and explainable Artificial Intelligence.

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

• 🔭 I analyze complex problems and implement 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, computational immunogenomics and clinical informatics

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

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

• ⚡ Publications

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

  A video about my research

  https://www.youtube.com/watch?v=vLl4nu6Dmgk

• 🌱 Software

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

  • 💬 R packages I have written
    • https://github.com/neelsoumya/dsSurvival
    • https://github.com/neelsoumya/dsSurvivalClient
    • https://neelsoumya.github.io/dsSurvivalbookdown/

• ⚡ Outreach

  https://github.com/neelsoumya/outreach_ppi

  https://github.com/neelsoumya/ai_outreach

  https://github.com/neelsoumya/deep_dali

  https://github.com/neelsoumya/ramanujan_number_generator

• 💬 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

  https://github.com/neelsoumya/getting-_started_data_science

  https://github.com/neelsoumya/bioinformatics_resources

  https://github.com/neelsoumya/intro-machine-learning

  https://github.com/neelsoumya/special_topics_unconventional_AI

  https://github.com/neelsoumya/visualization_lecture

  Teaching demo videos

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

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

  https://www.youtube.com/watch?v=o7EXf265sTU

  https://www.youtube.com/watch?v=ZDSj-jEoaoc

  Collected 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

• 😄 My software and data science portfolio can be found here

  https://github.com/neelsoumya/public_open_source_data_science

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

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• ✨ Preprints of my papers

  https://github.com/neelsoumya/paper_preprints

  https://bitbucket.org/neelsoumya/paper_preprints

R packages I have written

https://github.com/neelsoumya/dsSurvival

https://github.com/neelsoumya/dsSurvivalClient

https://neelsoumya.github.io/dsSurvivalbookdown/

Other minor packages I have modified/contributed to from other resources/open source repositories (credit goes to the original authors)

https://github.com/neelsoumya/dsMiscellaneous

https://github.com/neelsoumya/rlib

https://github.com/neelsoumya/dsSyntheticClient

https://github.com/neelsoumya/dsSynthetic-1

https://github.com/neelsoumya/meditator

https://github.com/neelsoumya/ShinyDataSHIELD

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

https://resume.github.io/?neelsoumya

https://github.com/neelsoumya/complex_stories_explanations

https://github.com/neelsoumya/patient_stratification_explainable_AI

https://github.com/mxbi/arckit

https://sb2333medschl.shinyapps.io/meditator/

https://sb2333medschl.shinyapps.io/cosmic_loneliness/

https://neelsoumya.shinyapps.io/accident_prediction/

Website

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

Patreon

https://www.patreon.com/soumyabanerjee

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Youtube channel

https://www.youtube.com/channel/UCaEa-gedhvk0AUjEUjcNsmw

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