ROI
142%
Churn
-8.4%
Predictive SLA Trend
Project Timelines
AI-assisted P&L, IPV, reserves and reconciliation with live control KPIs.
Unified CRM, usage data to build a 360° journey view, A/B-test, and surface churn risk.
Data intelligence layer for decision support: backlog, MTTA/MTTR, NPS, and forecasting.

How predictive engagement and empathetic automation reshape CX—and where domain-specific models win.

Customer Success today isn’t just about satisfaction; it’s about retention, growth, and trusted partnerships.

In the fast-evolving world of FinTech and AI, I help organizations turn customer operations into intelligence engines. With 19 years of global experience and an Executive MBA from Warwick Business School London, I bridge data, product, and client strategy to scale outcomes that matter.
Off-duty, I’m a curious technologist and globetrotter—exploring the intersection of technology, culture, and human experience.