Technical leader.
Hands-on by design.

Across more than eleven years in technology, I have worked across domains while staying close to architecture, implementation and the people operating the result. I lead through technical judgment, clear system boundaries and enough hands-on depth to carry decisions into reality.

I currently serve as a Principal Engineer at mavQ, working across intelligent document processing, enterprise automation and AI-enabled products. My broader practice spans enterprise AI strategy, open-weight and proprietary models, private inference, sovereign and air-gapped environments, distributed systems and multi-cloud platforms.

Forward deployment is part of how I operate: discovering the real workflow, making architecture and model choices, integrating into the operating environment, measuring what users experience and adapting after contact with reality.

Earlier work in accessibility, multilingual interfaces and constrained connectivity led to peer-reviewed IEEE and ACM publications and participation as a W3C AI & Accessibility panelist.

What I write about

Enterprise AI strategy, architecture, technical leadership and forward deployment—alongside business systems, India’s technology landscape and consequential problems worth understanding.