Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/neelsoumya/neelsoumya

About me (Soumya Banerjee)
https://github.com/neelsoumya/neelsoumya

artificial-immune-system clinical-informatics computational-biology computational-immunology data-science deriving-insights finance financial healthcare-domains immunology kalyanibanerjee machine-learning mortgage neelsoumya soumyabanerjee statistical statistics tarakeswarbanerjee

Last synced: about 1 month ago
JSON representation

About me (Soumya Banerjee)

Awesome Lists containing this project

README 

        
### Hello! 👋



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

     

- âš¡  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/



- âš¡ 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.     



     * ![data science philosophy](research_philosophy.png)



     

- ✨ Preprints of my papers



     https://github.com/neelsoumya/paper_preprints

     

     https://bitbucket.org/neelsoumya/paper_preprints

     

     

## Packages



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



## Software



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



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



## Software created by my students



https://github.com/neelsoumya/complex_stories_explanations



https://github.com/neelsoumya/patient_stratification_explainable_AI



https://github.com/mxbi/arckit



## Graphical user interfaces



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



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



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



## Miscellaneous



Website



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



Patreon



https://www.patreon.com/soumyabanerjee



Become a Patron!



Youtube channel



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

     

![Soumya's GitHub stats](https://github-readme-stats.vercel.app/api?username=neelsoumya&count_private=true&show_icons=true&theme=radical)



[![Top Languages](https://github-readme-stats.vercel.app/api/top-langs/?username=neelsoumya)](https://github.com/neelsoumya/github-readme-stats)



The stats above were generated using



https://github.com/anuraghazra/github-readme-stats