Abhimanyu Banerjee
Senior Bioinformatics Scientist @Illumina
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WORK HISTORY
Senior Bioinformatics Scientist @Illumina
Developed state-of-the-art Deep Learning models aimed at accurately predicting the pathogenicity of mutations that occur in the non-coding genome. Leveraged Illumina\'s massive primate whole genome sequencing data for model training. Implemented DNN based (Resnet,Transformers) modeling framework incorporating multiple data sources. Used transfer learning and model ensembling to push state of art. Identified and set up benchmarks for independent testing of model performance on real world…
EDUCATION
Indian Institute of Technology, Kanpur
MSc Integrated (5 year), Physics
Stanford University
Doctor of Philosophy (Ph.D.), Computational Genomics
SKILLS
ABOUT ABHIMANYU BANERJEE
As a Research Scientist at Illumina AI Lab, I develop deep learning models for predicting…
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