Ashutosh Bele

$ ls ~/blog

$ cat building-scalable-data-lakes-with-delta-lake-architecture.md

# March 20, 2024•12 min read

Building Scalable Data Lakes with Delta Lake Architecture

Deep dive into implementing Delta Lake architecture for building reliable, scalable data lakes. Learn about ACID transactions, time travel, and schema enforcement in big data environments.

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$ cat real-time-stream-processing-with-apache-kafka-and-flink.md

# March 15, 2024•15 min read

Real-time Stream Processing with Apache Kafka and Flink

Advanced guide to building real-time data pipelines using Apache Kafka and Flink. Explore exactly-once semantics, windowing strategies, and state management.

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$ cat data-mesh-architecture:-beyond-traditional-data-warehouses.md

# March 10, 2024•10 min read

Data Mesh Architecture: Beyond Traditional Data Warehouses

Understanding the principles of Data Mesh and how it transforms data architecture. Learn about domain-driven design in data platforms and federated governance.

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$ cat mlops-at-scale:-building-production-ready-ml-pipelines.md

# March 5, 2024•14 min read

MLOps at Scale: Building Production-Ready ML Pipelines

Comprehensive guide to implementing MLOps in large-scale data environments. Cover model versioning, feature stores, and automated deployment pipelines.

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