ABHINAV KUSHWAH

Demand Forecasting

• Build the model for Vehicle Demand Forecasting using fbprophet and for multiple time-series using DeepAR.

• Hosted multiple Models on Multi-Model Endpoint on AWS SageMaker through Flask API, Docker and API Gateway in scalable manner.

• Created an automated pipeline for model training and Deployment using AWS Step Functions.

Intelligent Invoice Processing System

• Designed serverless application for the digitization of Invoices using Amazon Textract, AWS Lambda, Amazon DynamoDB, Amazon API Gateway, and A2I.

Billing Automation System

• Build the Billing automation using AWS Lambda, Athena, S3 and CloudWatch Event for sending AWS billing Report to individual account from consolidated Billing Report.

• Saved 30hrs of manual work per month.

Image Classification

• Created model for classification of animals using AWS Sagemaker built-in Image Classification Algorithm.

Data Lake

• Create AWS Data Pipeline for incremental transfer of Terabytes of Data from Cassandra to Data Lake in AWS S3 using AWS EMR and Spark.

• Developed front-end components as per requirements of our UI/UX

Team.