My name is Soumya Banerjee (first name pronounced as show-mo) and I am a senior research fellow 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.
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🔭 I analyze complex problems and implement new statistical and machine learning techniques for deriving insights from large amounts of data
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🌱 I work on data science, machine learning, computational biology, bioinformatics, computational immunology, computational immunogenomics and clinical informatics
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📫 How to reach me and get more information on my work
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⚡ Publications
https://sites.google.com/site/neelsoumya/publications
A video about my research
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🌱 Software
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⚡ Outreach
https://github.com/neelsoumya/outreach_ppi
https://github.com/neelsoumya/ai_outreach
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💬 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
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💬 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
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😄 My software and data science portfolio can be found here
https://github.com/neelsoumya/public_open_source_data_science
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👯 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
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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