I help organizations turn AI investments into operational industrial systems that function correctly from day one. My priority is not just to accelerate development, but to achieve fundamentally higher quality solutions at the same cost.
I have 25 years of experience in the corporate sector, startups, and academia. Today, my focus is entirely on the most significant technological shift I've ever witnessed: the moment when AI stops being an experiment and becomes the core of business. I am a technology leader and software architect specializing in agentic AI—developing systems where human engineers and autonomous agents interact effectively in a real production environment.
I lead the global Forward Deployed Engineering (FDE) practice at HCLTech AI Labs. We build teams and operational models that enable AI to transition from prototype stages to industrial operation within complex corporate ecosystems. Our practice is built on the principle of synergy, not linear scaling: each new project makes the next faster, more economical, and more predictable.
I cultivate the culture and environment necessary to support this new era of engineering—entrepreneurial, client-oriented, and action-driven. Whether I am advising top management on AI implementation, developing the FDE practice from scratch, or personally working on agent workflows, my goal remains the same: to turn AI investments into real, proven success for the company.
