Creators

Andy is the creator and founder of the TERRAIN Framework — a passionate leader and visionary with over 20 years of experience shaping and implementing corporate vision and goals to drive enterprise-level innovation and business strategies. A strong proponent of Agile methodologies, he has played a key role in adapting them for the specific needs of Agile AI development.

He champions Ethical AI practices, ensuring that AI solutions address transparency, responsibility, and bias — a commitment woven through every phase of the framework.

TERRAIN is a new Agile framework built just for AI — tailored to address the challenges and pitfalls of AI projects and programs, and written as a guide for CIOs to successfully deliver complex machine learning initiatives.

Andy speaks regularly on AI transformation — including at the Center for Applied AI at UMBC Training Centers. Alongside his engineering career, he has worked as a freelance journalist and editor; his writing explores technology, cultural identity, personal growth, and the human experience.