ERP systems often reflect planned workflows rather than real execution. This work focuses on translating ERP data into a clear, accurate operational picture that reflects how products move through the manufacturing process. 

How to transition an organization from Facility Maintenance to Facility Management.

Hands-on fabrication and trade work across mechanical and electrical systems—applied in industrial and residential contexts where fit, finish, and function matter. 

How to make emergency repairs on pipes at pressure and flange faces cut by a high pressure leaks.

Small-scale projects exploring craft, curiosity, and improvement outside of work.