For 14 years, I have worked in industrial automation: machine safety, Ex, harsh-environment installations, and industrial wireless. For 14 years, I have worked in industrial automation: machine safety, Ex, harsh-environment installations, and industrial wireless.
On this site, I write about how I build software and use AI to work through practical problems: finding relevant information, making sense of it and checking hypotheses against evidence. I am especially interested in making these systems useful in everyday work, where information arrives through conversations, scattered documents and incomplete notes. The challenge is to give that information enough structure to support decisions while letting people contribute their knowledge in their own words. On this site, I write about how I build software and use AI to work through practical problems: finding relevant information, making sense of it and checking hypotheses against evidence. I am especially interested in making these systems useful in everyday work, where information arrives through conversations, scattered documents and incomplete notes. The challenge is to give that information enough structure to support decisions while letting people contribute their knowledge in their own words.
This is my place for projects, tools, observations, and things I learn along the way. This is my place for projects, tools, observations, and things I learn along the way.