Principal Engineer with 17+ years architecting enterprise-scale cloud-native platforms, distributed systems, and modernization programs across regulated financial services environments. Expanded into Agentic AI using LLMs, Spring AI, RAG, and MCP to deliver workflow automation.
With 17+ years of experience architecting enterprise-scale cloud-native platforms, distributed systems, and modernization programs across regulated financial services environments, I lead technical strategy for business-critical platforms.
I specialize in Java, Spring, API-first architecture, event-driven systems, cloud modernization, and engineering leadership. Over the last few years, I've expanded this foundation into Agentic AI and enterprise AI engineering using LLMs, Spring AI, RAG, and MCP to deliver workflow automation and intelligent platform capabilities.
Every project I build teaches me something new about where AI agents break down and how to make them robust. I believe the next generation of software isn't just AI-assisted — it's AI-orchestrated.
Each project is a real system, not a tutorial. Built with intention.
Shared GenAI developer platform unifying AI services, connectors, governance controls, and modular UI capabilities for enterprise experimentation and reusable delivery.
Built an Angular Agent Workspace and Spring AI-based orchestration agent that makes existing modeling workflows conversational by leveraging established DEC and domain APIs.
Enterprise AI software engineering platform enabling AI-assisted planning, implementation, code review, CI/CD automation, and pull request generation.
Enterprise RAG-powered knowledge platform enabling conversational search across engineering documentation.
AI-driven incident response platform integrating ServiceNow, Jira, Microsoft Teams, and human approval workflows using LangGraph and MCP.
Multi-agent software engineering system generating production-ready pull requests using Planner, Developer, Reviewer, and CI/CD agents.
LLM-powered intelligence platform analyzing CRM, email, and calendar data.
Intelligent automation system for team selection workflows with backend scheduling, skill-based balancing algorithms, and resilient state management to overcome cold-start and ephemeral-storage constraints.
Multimodal AI application generating personalized narrated and illustrated stories.
AI-powered Progressive Web App featuring intelligent gameplay, probability-based decisions, and multiplayer support.
Paste a job description. My AI agent tailors a resume, scores skill match, and flags gaps — in seconds.
This isn't a chatbot that answers FAQs. It's an agent that flips the dynamic — it asks smart questions about your company, your engineering challenges, and what you're hiring for. Then it tells you exactly how Praveen maps to your needs.