Krishnaraj Govindaraju Bringing AI Agents into Real Enterprise Systems

20+ years as an enterprise architect inside the systems AI agents must survive in — IBM, UnitedHealth Group, Cognizant, HCLTech, Wipro, Tata Elxsi. I've modernised Wabtec's legacy Java estate into AWS microservices, delivered a $2.5M AMEX modernisation, and architected AI/ML platforms — from Azure ML predictive maintenance to a cybersecurity stack processing 100K malware samples/day.

An agent demo takes a weekend. Getting it through security review, into 15-year-old core systems, and running reliably in production is where agent projects die. That's the layer I teach: architecture, integration, security, governance. My co-instructor Deep Pandey teaches agent internals.

AWS Certified Solutions Architect · Sun Certified Enterprise Architect