AWS, Cloud Computing

< 1 min

Data Lake Solution for Live Streaming Text & Audio Data with AWS Deep-Learning/ML Services

Voiced by Amazon Polly

AWS Solution Overview

The below architecture diagram illustrates high-level infrastructure components of the customer’s production environment.

AD1

Customized Cloud Solutions to Drive your Business Success

  • Cloud Migration
  • Devops
  • AIML & IoT
Know More

Data Engineering Pipeline for Text and Audio Data

This solution helped in building a data engineering pipeline for data in the form of JSON and audio data from the source.

The pipeline includes 4-5 different steps that were performed on the source data:

  • Source text data coming from the customer application was first stored in a central data lake solution like S3
  • An ETL operation is performed on it to clean the raw data
  • A querying mechanism is set up to extract important data from the cleaned data.
  • The audio data is transcribed into SRT format and translated to the desired language
  • This formatted audio data is again stored in a central data store for more feature implementation. 

AWS Services Leveraged

  • Amazon API Gateway
  • Amazon DynamoDB
  • Amazon S3
  • AWS Lambda
  • Amazon Transcribe
  • Amazon Translate
  • AWS CloudFront
  • AWS Glue Crawler, Data Catalog, and ETL-jobs
  • AWS Athena
  • Amazon Kinesis Data Streams
  • Amazon Kinesis Firehose

Solution Outcome

  • Data-driven Architecture helped in new feature releases for their application, with an increased number of customer registration and better customer experience.
  • AWS Transcribe and Translate integration helped in attracting more customers from different language backgrounds.

Get your new hires billable within 1-60 days. Experience our Capability Development Framework today.

  • Cloud Training
  • Customized Training
  • Experiential Learning
Read More

About CloudThat

CloudThat is a leading provider of Cloud Training and Consulting services with a global presence in India, the USA, Asia, Europe, and Africa. Specializing in AWS, Microsoft Azure, GCP, VMware, Databricks, and more, the company serves mid-market and enterprise clients, offering comprehensive expertise in Cloud Migration, Data Platforms, DevOps, IoT, AI/ML, and more.

CloudThat is the first Indian Company to win the prestigious Microsoft Partner 2024 Award and is recognized as a top-tier partner with AWS and Microsoft, including the prestigious ‘Think Big’ partner award from AWS and the Microsoft Superstars FY 2023 award in Asia & India. Having trained 850k+ professionals in 600+ cloud certifications and completed 500+ consulting projects globally, CloudThat is an official AWS Advanced Consulting Partner, Microsoft Gold Partner, AWS Training PartnerAWS Migration PartnerAWS Data and Analytics PartnerAWS DevOps Competency PartnerAWS GenAI Competency PartnerAmazon QuickSight Service Delivery PartnerAmazon EKS Service Delivery Partner AWS Microsoft Workload PartnersAmazon EC2 Service Delivery PartnerAmazon ECS Service Delivery PartnerAWS Glue Service Delivery PartnerAmazon Redshift Service Delivery PartnerAWS Control Tower Service Delivery PartnerAWS WAF Service Delivery PartnerAmazon CloudFront Service Delivery PartnerAmazon OpenSearch Service Delivery PartnerAWS DMS Service Delivery PartnerAWS Systems Manager Service Delivery PartnerAmazon RDS Service Delivery PartnerAWS CloudFormation Service Delivery PartnerAWS ConfigAmazon EMR and many more.

WRITTEN BY Bhavesh Goswami

Bhavesh Goswami is the Founder & CEO of CloudThat Technologies. He is a leading expert in the Cloud Computing space with over a decade of experience. He was in the initial development team of Amazon Simple Storage Service (S3) at Amazon Web Services (AWS) in Seattle. and has been working in the Cloud Computing and Big Data fields for over 12 years now. He is a public speaker and has been the Keynote Speaker at the ‘International Conference on Computer Communication and Informatics’. He also has authored numerous research papers and patents in various fields.

Share

Comments

    Click to Comment

Get The Most Out Of Us

Our support doesn't end here. We have monthly newsletters, study guides, practice questions, and more to assist you in upgrading your cloud career. Subscribe to get them all!