People Ask: What Are You Working on Nowadays?

Advancing AI, digital twins, and math all at the same time

I am working on the following four. These are intimately related to each other:

1. Strategy to deploy AI into large complex organizations
2. Data governance in a large complex organization
3. Creating digital twins of large complex organizations: these include digital twins of operational assets and facilities, digital twins of organizational processes, and digital twins of decision making channels (includes decision makers- the reasoning humans)
4. Injecting secure and explainable AI into the above digital twins: this includes building and advancing the mathematics that underlies explainable AI, and implementing it at all levels of the data pipelines and digital twin design.

Why do all of this?

To drive efficiencies, to make automated and streamlined decision making trustworthy and explainable, to leverage multiple integrated technologies, to advance AI, math, and digital twins technologies all at the same time.

You want to help? Let me know ;)
Photo: Ann Arbor- MI. At a best friend’s wedding