Suman Debnath

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Suman Debnath work as a Principal Developer Advocate at Amazon Web Services to help developers make the best of cloud, so they can focus on solving interesting problems and rely on AWS for performance, scalability, elasticity, and security. He is particularly interested in Big Data, Machine Learning and Deep Learning. Prior to joining AWS, he working at various organisations like IBM Software Labs, EMC, NetApp and Toshiba where he worked with System and Performance Engineering teams.

aws python machine learning nlp transformers cloud serverless ml ai bert container sagemaker mlm mongodb graph database ml lambda storage efs dl dynamodb nosql big data algo chalice boto3

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Suman Debnath

Presentations

Introduction to AI/ML with AWS

AWS AI Services 101

Introduction to ML and Decision Tree

AWS Serverless with Chalice

Introduction to k-Nearest Neighbors and Amazon SageMaker

Docker on AWS

Deploy PyTorch models in Production on AWS with TorchServe

Data engineering

Introduction to AWS

AWS DynamoDB

Introduction to Transformers

Transformers and BERT with SageMaker

An introduction to the Transformers architecture and BERT

EFS_Integration.pdf

Develop a Graph Based Recommendation System in Python on AWS

OpenSourceIndia-Suman.pptx

LambdaMongoDB.pdf

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Deploy PyTorch models in Production on AWS with TorchServe