Seven years in data science leadership, reporting to CTOs, navigating organisational turnarounds across BFSI and telecom, including a Chief of Staff track operating at CTO and board level. Before any of that, a PhD, and the instinct of someone trained to look for the mechanism underneath the visible result rather than the result itself.
He didn't study power structures academically. He operated inside them, for years, in rooms where the visible org chart explained almost nothing about what actually happened next. What he built afterward, the Sovereign Architect framework and everything that led up to it, came from that operating record, not from a theory about it.