Resources
Practical notes, templates, checklists and reference material for data engineering, analytics and technical job preparation — built from the workflows and problems I work through myself.
LATEST WRITING
Notes on data engineering, analytics, AI and the decisions behind reliable data products.
From Raw Data to Trusted Insight: What Makes a Data Pipeline Production-Ready?
Why Data Quality Should Be Designed Into the Pipeline, Not Added Later
Why Data Quality Should Be Designed Into the Pipeline, Not Added Later
Designing BI Dashboards That Help People Decide, Not Just Look
Designing BI Dashboards That Help People Decide, Not Just Look
What I Learned Building an AI Rehabilitation Prototype for Stroke Support