13/05/2026
Mother’s Data Reflection
This Mother’s Day, I have been reflecting on the woman who taught me some of my earliest lessons about discipline, integrity, accountability, and responsibility long before I ever worked in data, analytics, or AI. Before completing her master’s degree at Syracuse University, my mother began her career at 19 as a stenographer and secretary in an era of manual typewriters, shorthand, filing systems, and carbon copies....
A reflective Mother’s Day tribute connecting early lessons in discipline, precision, and accountability learned from the author’s mother, a professionally trained stenographer and secretary, to modern principles of data governance, responsible AI, and information integrity. The piece highlights ...
