Blog
Notes on AI, data, and delivering projects that matter, written from the practitioner's chair.
Closing the AI Skill Gap: What 1.3M Job Postings Reveal
I analyzed over a million AI-related job postings across four markets. Here's what the data says about the skills companies actually need.
Data & BI
People Analytics in SQL: Measuring Retention
A walk through the queries and framing I used to turn raw HR data into retention insight leaders could act on.
Data & BI
Designing Power BI Dashboards People Actually Use
Most dashboards die from clutter. A few principles for building reports that drive decisions instead of decoration.
AI & ML
From Text to Vectors: A Practical Intro to Embeddings
What embeddings are, why cosine similarity matters, and how to turn messy skill text into something a model can reason about.