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Engineering Leadership in the AI Era

Engineering Leadership in the AI Era

This article talks about evolving engineering leadership, the impact of GenAI, modernization challenges, and critical practices for productivity, reliability, and global team culture in technology organizations.

December 19, 2025 9 min read IT
Engineering Leadership in the AI Era

Q1. You’ve led large engineering and delivery organizations across multiple geographies — could you briefly outline how your responsibilities have evolved as you moved from hands-on development into transformational engineering leadership?

I began my career as a hands-on engineer, working primarily with C#.NET and Java, where I was responsible for delivering individual components inside intricate, multi-application environments. As my scope expanded at TCS and later at Fiserv, I transitioned into program management roles. In these positions, I led teams of more than 140 people, managed delivery risks, and ensured consistent, reliable outcomes for business-critical platforms.

My roles at FIS and EXL represented a clear shift from day-to-day operations to leading transformational change. During this phase, I focused on:

  • Leading cloud-native and microservices initiatives that delivered 30% enhancements in system performance
  • Overseeing products generating $100 million in revenue, with direct engagement at the executive leadership level
  • Building and scaling teams rapidly, including growing the NIUM engineering team from zero to 25 members in under four months while maintaining 99.9% system availability

Today, my leadership approach is focused on strategic synchronization. This includes making well-informed build-versus-buy decisions, ensuring engineering roadmaps directly support go-to-market strategies, embedding governance, and driving a metrics-led culture. These…

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