~/talk

Build smart government solutions with AWS

Talkat AWS Summit Singapore 2022 · on Friday, 2022-10-07· [machine-learning, serverless]
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Three concrete government solutions with working demos: a Smart Transportation pipeline that ingests CCTV and crowd sources via Kinesis and EventBridge, uses Rekognition/SageMaker to count vehicles, stores cleansed data in S3/Glue and visualizes trends in QuickSight; a Smart Document ID flow that runs image classification (99.99% on the demo) with Amazon Textract + SageMaker, fronted by Cognito/Amplify; and an analytics stack using Glue, Athena and AWS Lambda to join, govern and email dashboards.

AI-written summary · about

  1. 0:00Introduction
  2. 7:22Smart transportation analytics solution
  3. 15:01Smart document identification
  4. 25:44Key components of modern data architecture
  5. 29:33User interfaces
  6. 30:44Government analytics dashboard
  7. 34:36Data lake modernisation architecture
  8. 35:41Key takeaways
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