I operate where product ambition meets engineering reality.

I am a senior full-stack engineer and technical lead based in Punjab, India. Over the past decade, I have grown from crafting interfaces to owning end-to-end architecture for AI-native products used by teams across Europe.

My strongest work has a common shape: an uncertain problem, a demanding production environment, and a team that needs a clear technical path forward.

I believe senior engineering is less about chasing complexity and more about managing it. That means deliberate boundaries, observable systems, realistic delivery plans, and direct communication with the people the product serves.