Soham is a Principal Engineer at Red Hat, where he builds agentic AI systems that survive the jump from demo to production. Based in Bangalore, he owns the full stack, from React front-ends through vLLM serving on Kubernetes, with reliability, observability, and security built in from day one.

Soham's production work, from enabling AI for multi-tenant data infrastructure to open-source agentic templates now running across Red Hat's Data & AI organization, reflects a rare cross-domain fluency across backend, security, and AI/ML. A published author and speaker, Soham cuts through the hype on what it actually takes to run AI at scale: closing the demo-to-production gap, taming cascading failures in multi-agent systems, and the engineering discipline that turns fragile prototypes into systems you can trust.