Posts

All the articles I've posted.

• Building a Robust Multi-Format Data Ingestion Pipeline with Auditability and Versioning

  Updated: 15 Aug, 2025

  How we designed and implemented a scalable ingestion pipeline with support for CSV, Parquet, and JSON, built-in schema validation, and timestamped snapshots — forming the foundation for a reproducible AI/ML workflow.

• Production-Grade Data Cleaning Workflow for the Titanic Dataset (pandas, 2025)

  Updated: 13 Aug, 2025

  A modern, production-ready pandas workflow for cleaning the Titanic dataset—covering path setup, missing data handling, and categorical encoding with best practices.

• If I Had to Start Over Again

  2 Aug, 2025

  A personal note on why this blog exists — to document learnings, share back, and make the journey easier for those walking a similar path.