About
I am an AI product and program builder operating across enterprise software and systems engineering, specializing in AI Governance, safety, and 0→1 implementations.
Based in Bengaluru, India
The Path Taken
My background maps directly to production environments and technical stewardship. I started my journey as a Software Engineer at Tata Consultancy Services, building high-volume banking and insuretech integrations across complex REST and SOAP APIs, laying the foundation for secure service design and robust enterprise connectivity.
Transitioning to system architectures, I operated as a Business Analyst at Vinculum Solutions and VMware. I analyzed infrastructure complexity, cloud transformations, and global supply topologies to formulate executive cases for Fortune 500 environments, mastering the art of mapping operational tradeoffs to business horizons.
As a Product Manager at iBaset, I managed large-scale enterprise MES platforms, improving sprint velocity by 35% and increasing adoption by 25%. Today, as the Founder & Product Lead of Beacon, I unify this technical rigor with state-of-the-art AI governance infrastructure.
Education
MBA — Finance & Strategy
Indian Institute of Management Sirmaur
Includes International Immersion Program at SDA Bocconi Milano
B.E. — Computer Science Engineering
Sri Jayachamarajendra College of Engineering (SJCE)
Core Convictions
Architecture from Chaos
Early-stage programs are inherently loose. My job is to absorb the variance, map constraints, and build deterministic execution plans for autonomous systems.
Implementation is Strategy
In AI development, prompt engineering, agent loops, and evaluation bounds *are* the core product trade-offs. Deep code fluency ensures proper strategic delivery.
Context Upstream
Reliable AI governance doesn't look like reactive post-execution logs. It requires high-fidelity tracking and policy integration upstream of model execution.