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Latest Writing

Insights on analytics stacks, AI workflows, and career reflections.

Analytics October 2025 6 min read

Building a Production‑Ready Analytics Stack

A practical, production-minded scaffold with PostgreSQL, dbt, Flyway, Docker, and pgAdmin.

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Career October 2024 3 min read

The Evolution of Data Science

How data science roles have shifted—from ML hype to the realities of productised analytics.

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SQL October 2024 5 min read

Beyond SELECT: SQL as a Platform

Production-grade SQL: migrations, testing, CI/CD, and performance guardrails that keep systems stable.

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