Pinned
ML on Market Microstructure: What I Learned
Mar 17, 2026
What I learned building algorithmic trading systems from scratch — data engineering, model architecture, and live execution.
How This Site Works
Mar 20, 2026
Vue SSG, Docker multi-stage builds, GitHub Actions, and a DigitalOcean droplet — the full stack behind nicholsslayton.com.
Heart Rate Delta Live Tables Pipeline
Oct 20, 2022
A multi-hop ETL pipeline built with Databricks Delta Live Tables — bronze/silver/gold layers for Oura Ring heart rate data.
Databricks Workspace Setup
Oct 19, 2022
Standing up a Databricks workspace on Azure with ADLS Gen2, service principal auth, and Unity Catalog — from scratch.