Anand Prakash Singh
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data

7 posts

2025-04-02

Data Products That Scale: Ownership, SLAs, and Operability

A practical engineering deep dive on data products that scale with architecture patterns, implementation guidance, and production guardrails.

2024-08-12

Apache Iceberg Everywhere: Interoperable Lakehouse Tables

A practical engineering deep dive on apache iceberg everywhere with architecture patterns, implementation guidance, and production guardrails.

2023-10-06

Data Contracts: Preventing Breaking Changes Across Teams

A practical engineering deep dive on data contracts with architecture patterns, implementation guidance, and production guardrails.

2022-07-07

Streaming Meets Lakehouse: CDC Pipelines Without Chaos

A practical engineering deep dive on streaming meets lakehouse with architecture patterns, implementation guidance, and production guardrails.

2022-06-18

Data Quality Gates with Great Expectations: Trust Without Guessing

A practical engineering deep dive on data quality gates with great expectations with architecture patterns, implementation guidance, and production guardrails.

2021-07-07

Data Mesh Fundamentals: Domain Ownership Meets Platform Thinking

A practical engineering deep dive on data mesh fundamentals with architecture patterns, implementation guidance, and production guardrails.

2021-01-12

Lakehouse Architecture: Faster, Cheaper, Open Analytics

A practical engineering deep dive on lakehouse architecture with architecture patterns, implementation guidance, and production guardrails.