A growing system can be hard to navigate
Most of my work centers on turning messy, real-world workflows into structured systems—these paths reflect how I approach that in different contexts.
Solutions Architecture & Implementation Systems that translate messy requirements into structured, production-ready workflows → Start with: **Three Systems, One Contact Record: How Persistent State Broke Attribution** → Explore how I approach this ✨
Automation & AI Workflows Building event-driven systems, integrations, and decision logic to reduce manual work and improve outcomes → Start with: Synthetic Invoice Generation: Testing Document Systems Without Production Data → Explore how I approach this ✨
Data Modeling & System Design Structuring complex data, enforcing integrity, and designing systems that hold up under real-world complexity → Start with: **The Hidden Join: Provider–Location Routing Without Relational Support** → Explore how I approach this ✨
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