A Better Starting Point for a Human Decision
How our team built a machine-learning shortlist to give leadership a better starting point when assigning Project Coordinators.
- machine-learning
- mentorship
- applied-ai
- leadership
Writing
I write about automation, data, AI, and what I learn from building software people use.
Queue Models, Not Commands: A Demand-Driven dbt Scheduler
How I used Prefect, dbt ls, and PostgreSQL to merge overlapping source-driven builds, prevent competing Delta Lake writes, and rebuild only affected models.
- dbt
- prefect
- delta-lake
- postgresql
- data-platforms
Engineer to Zero
The idea that keeps shaping how I build software: design systems that remove support work instead of quietly generating more of it.
- automation
- systems
- internal-tools
- engineering
My Python Data Stack in 2026
The stack I keep coming back to for data engineering, APIs, and full-stack work, and why I still like boring, dependable tools.
- python
- fastapi
- databricks
- dbt
- prefect
- react