From Retail to Commercial Banking - The Real Shift in Analytics

From Engineer to CTO: Lessons on Building Scalable Systems

Everyone talks about tools. Few talk about decisions. In this episode of Beyond Resume, Sourabh Girdhar (ex-CTO, care.fi & Gartner Engineering Ambassador) shares what really drives success in modern engineering. We explore: • The shift from individual contributor to leadership • Why “false maturity” exists in DevOps and agile teams • How AI can amplify broken systems • The importance of ownership and decision velocity • Why engineering is more about people than code If you’re building systems, teams, or a long-term career in tech — this episode will challenge how you think. #Engineering #Leadership #AI #DevOps #BeyondResume

AI Will Change. Problem Solving Will Stay

Everyone wants to predict the next AI breakthrough. But what actually stays? In this segment from Beyond Resume, Suvadip shares a grounded perspective on the future of analytics — why tools and techniques will keep evolving, but problem solving will remain the core skill. We discuss: • Why predicting the “next big thing” is overrated • Why tools are just tools • Why upgrading your thinking matters more than upgrading software • What will stay relevant over the next decade If you're building a long-term career in analytics, this perspective matters. #AI #DataScience #FutureOfWork #Analytics #Leadership

Writing Data Science Fiction in an AI World | Suvadip Chakraborty

Most data leaders write whitepapers. Suvadip writes fiction. In this segment, we explore: • Why he started writing data science fiction • How satire fits into the analytics world • The creative side of data professionals • Why stories matter as much as models And yes — there’s a hint about his third book. If you think analytics is only about code and dashboards, this conversation might surprise you. #DataScience #AI #Fiction #Leadership #BeyondResume

From Retail to Commercial Banking - The Real Shift in Analytics

Retail banking analytics and commercial banking analytics may sound similar. They are not. In this segment from Beyond Resume, Suvadip Chakraborty breaks down the real differences between retail and commercial banking analytics — from product complexity to relationship-driven decision making. We discuss: • Why commercial banking products are structurally different • The role of relationship managers in decision making • Why models don’t make final decisions in commercial banking • The impact of geopolitics and regulation • Why commercial analytics is more network-driven and context-heavy If you’ve worked in retail analytics and are curious about commercial banking — this segment gives you clarity. #Analytics #Banking #DataScience #Leadership #BeyondResume

Job Switching vs Curiosity: What Builds a Real Career?

What does a long, evolving career in analytics actually look like? In this episode of Beyond Resume, I speak with Suvadip Chakraborty — Associate Director & Head of Global Analytics — about building depth, relevance, and creative satisfaction over 17 years in the same organization. This is not a conversation about tools. It’s about craft. We discuss: • Moving from economics to analytics by accident • Staying in one organization without staying stagnant • Building a new analytics vertical from scratch • Retail vs commercial banking analytics • Why tools evolve — but problem solving stays • Writing data science fiction • And a small surprise for his readers If you're early in your career — or 15 years in and wondering what long-term growth looks like — this episode will resonate. Your career is more than what’s on your resume. #Analytics #AI #Leadership #DataScience #CareerGrowth