AI Transformation & Agentic Workflows
Building AI SDLC and AI PDLC platforms with agentic orchestration, MCP integration, and practical enterprise adoption patterns.
About
I am a technology leader with over a decade of architecture and engineering leadership, with the last 3 years focused on AI SDLC and AI PDLC platforms alongside high-performance ecommerce engineering.
Beyond platform engineering, I enjoy the human side of technology and community. I like to cherish a cup of tea on rainy days, travel to new places, write as a blogger, contribute to open source, and share practical insights as a public speaker at meetups and conferences.
Executive Overview
I lead enterprise architecture programs that combine AI transformation with production-grade platform modernization, especially for high-throughput ecommerce and mobility ecosystems.
In recent years, I built AI SDLC and AI PDLC platforms while driving high-speed ecommerce experiences with strong reliability, observability, and delivery velocity.
My work sequence and emphasis is: AI Transformation, Digital Modernization and Transformational AI, Ecommerce, Connected Vehicles, and Mobility.
I regularly share engineering insights on Medium, with a focus on architecture, cloud platforms, and practical AI adoption.
Key Areas of Expertise
Digital Modernization & Transformational AI
Modernizing enterprise delivery with cloud-native microservices, microfrontends, spec-driven delivery, and AI-assisted engineering workflows.
Ecommerce Performance Engineering
Designing high-speed, performant ecommerce experiences focused on conversion, scalability, and resilient user journeys.
Connected Vehicles & Mobility Platforms
Building robust connected vehicle and mobility ecosystems with production-grade observability, reliability, and secure platform operations.
AI Expertise & Highlights
Agentic Frameworks & AI Orchestration
Hands-on delivery of multi-agent workflows using Mastra and stateful orchestration patterns.
MCP and Tool-Integrated AI Systems
Designing MCP-driven agent capabilities that connect LLMs with enterprise tools, APIs, and delivery workflows.
Generative UI & Self-Evolving Journeys
Building adaptive experiences with Copilot-like interactions, dynamic UI composition, and context-aware design token systems.
AIOps, Mentorship & Thought Leadership
Driving engineering enablement through talks, mentoring, and practical AI adoption for scalable, observable production platforms.
Work Experience
Career snapshot across mobility platforms, enterprise architecture, and modernization leadership.
Senior Technical Architect, Engineering Manager
Ford Motor Company
Aug 2022 to Present; Jun 2013 to Aug 2021
Senior Technical Architect
Mercedes-Benz Research and Development India
Aug 2021 to Aug 2022
Principal Engineer
Pramati Technologies
Sep 2012 to Jun 2013
Senior Consultant
Computer Sciences Corporation
May 2010 to Sep 2012
Program Associate
Cognizant Technology Solutions
Aug 2009 to May 2010
Senior Software Engineer
IBS Software Services
Jul 2006 to Aug 2009