Case studies from AI systems, ERP delivery, and enterprise data work.
These projects reflect the operating pattern behind my work — practical architecture, structured delivery, and systems designed to hold up in production environments.
A cross-project knowledge base built from 500+ Functional Design Documents, powering internal Copilot agents over years of ERP implementation history.
An AI-assisted pipeline that turns transcripts and project documentation into structured ERP design artifacts — built for repeat delivery, not one-off generation.
Python ETL pipelines moving a heavily customized Dynamics NAV environment to Business Central, with discrete stages for safe iteration and lower cutover risk.
A custom ERP built around a wine distributor's actual operations. Still in production more than a decade later — the durability case study.
A normalization pipeline converting heterogeneous supplier price sheets into searchable, ERP-ready records — canonical fields, validation, structured export.