From Prototype to Production: Real-Time Product Recommendation with Contextual Bandits

2 posts in total

• Productionizing an Online Product Recommender using Event Driven Architecture February 23, 2026
• Prototyping an Online Product Recommender in Python January 27, 2026

Getting Started with PyFlink on AWS

3 posts in total

• Getting Started with PyFlink on AWS - Part 3 AWS Managed Flink and MSK September 4, 2023
• Getting Started with PyFlink on AWS - Part 2 Local Flink and MSK August 28, 2023
• Getting Started with PyFlink on AWS - Part 1 Local Flink and Local Kafka August 17, 2023

Getting Started with Real-Time Streaming in Kotlin

5 posts in total

• Flink Table API - Declarative Analytics for Supplier Stats in Real Time June 17, 2025
• Flink DataStream API - Scalable Event Processing for Supplier Stats June 10, 2025
• Kafka Streams - Lightweight Real-Time Processing for Supplier Stats June 3, 2025
• Kafka Clients with Avro - Schema Registry and Order Events May 27, 2025
• Kafka Clients with JSON - Producing and Consuming Order Events May 20, 2025

Integrate Schema Registry with MSK Connect

2 posts in total

• Use External Schema Registry with MSK Connect - Part 2 MSK Deployment April 3, 2022
• Use External Schema Registry with MSK Connect - Part 1 Local Development March 7, 2022

Kafka Connect for AWS Services Integration

5 posts in total

• Deploy Aiven OpenSearch Sink Connector - Kafka Connect for AWS Services Integration Part 5 October 30, 2023
• Develop Aiven OpenSearch Sink Connector - Kafka Connect for AWS Services Integration Part 4 October 23, 2023
• Deploy Camel DynamoDB Sink Connector - Kafka Connect for AWS Services Integration Part 3 July 3, 2023
• Develop Camel DynamoDB Sink Connector - Kafka Connect for AWS Services Integration Part 2 June 4, 2023
• Kafka Connect for AWS Services Integration - Part 1 Introduction May 3, 2023

Kafka Development on Kubernetes

3 posts in total

• Kafka Development on Kubernetes - Part 3 Kafka Connect January 11, 2024
• Kafka Development on Kubernetes - Part 2 Producer and Consumer January 4, 2024
• Kafka Development on Kubernetes - Part 1 Cluster Setup December 21, 2023

Kafka Development with Docker

11 posts in total

• Kafka Development with Docker - Part 11 Kafka Authorization July 20, 2023
• Kafka Development with Docker - Part 10 SASL Authentication July 13, 2023
• Kafka Development with Docker - Part 9 SSL Authentication July 6, 2023
• Kafka Development with Docker - Part 8 SSL Encryption June 29, 2023
• Producer and Consumer with Glue Schema Registry - Kafka Development with Docker Part 7 June 22, 2023
• Kafka Development with Docker - Part 6 Kafka Connect with Glue Schema Registry June 15, 2023
• Kafka Development with Docker - Part 5 Glue Schema Registry June 8, 2023
• Kafka Development with Docker - Part 4 Producer and Consumer June 1, 2023
• Kafka Development with Docker - Part 3 Kafka Connect May 25, 2023
• Kafka Development with Docker - Part 2 Management App May 18, 2023
• Kafka Development with Docker - Part 1 Cluster Setup May 4, 2023

Kafka, Flink and DynamoDB for Real Time Fraud Detection

2 posts in total

• Deployment via AWS Managed Flink - Kafka, Flink and DynamoDB for Real Time Fraud Detection Part 2 September 14, 2023
• Local Development - Kafka, Flink and DynamoDB for Real Time Fraud Detection Part 1 August 10, 2023

MLOps with a Feature Store

1 post in total

• Learning MLOps with a Feature Store: A New Series September 28, 2026

Parallel processing on single machine

3 posts in total

• Parallel Processing on Single Machine - Part 3 March 19, 2015
• Parallel Processing on Single Machine - Part 2 March 17, 2015
• Parallel Processing on Single Machine - Part 1 March 14, 2015

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