Hi, I’m Atie.

Sometimes a question begins with a pattern in the data; sometimes it comes from something I simply become curious about. I follow it wherever it leads, using analysis, APIs, interfaces, or whatever else helps me reach an answer I can support.

This site includes recent investigations as well as earlier experiments that I have revisited with AI and, in some cases, updated using newer data.

I write to make the reasoning behind the work visible: what I tried, what the evidence supports, and where uncertainty remains. Writing it down helps me think more clearly, and I hope it makes the work useful to others.

LinkedIn has more of my professional background and is the best place to contact me.