Liam O'Brien

About

I modernize the crusty internal systems that small Vancouver firms have outgrown. Usually that means wrapping an old database in a clean API, adding an AI search layer so staff can ask questions in plain English, and connecting it to the tools they actually use. I have done this for a logistics company and a property manager, both stuck on software from a decade ago. I move carefully with legacy data and migrate in stages so nothing breaks mid-quarter. Mostly on-site in Metro Vancouver for these, since access matters.