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I am using confluent Kafka cluster to produce and consume scraped data. In this project, I've created a real-time data pipeline that utilizes Kafka to scrape, process, and load data onto S3 in JSON format. With a producer-consumer architecture, I ensure that the data is in the right format for loading onto S3 by performing minor transformations

  • Updated May 2, 2023
  • Python

With Amazon Rekognition Custom Labels, you can easily build and deploy Machine Learning (ML) models to identify custom objects which are specific to your business domain in images without requiring advanced ML knowledge. When combined with Amazon Augmented AI (A2I), you can quickly integrate a ML workflow to capture and label images with a human…

  • Updated Jul 20, 2022
  • Python

A complete serverless quiz application showcasing the entire LocalStack platform. Demonstrates Cloud Pods, Chaos Engineering, IAM Policy Stream, Ephemeral Instances, and end-to-end testing.

  • Updated Oct 19, 2025
  • Python

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