"I close the gap between frontier AI capabilities and enterprise production reality."
I am a Senior Principal AI Architect with 18+ years of enterprise cloud-native engineering and 3+ years delivering production grade GenAI and Agentic systems at scale. I led the architecture and delivery of a GPT-3.5/4o powered Shop Virtual Assistant on a leading eCommerce portal that drove > $5M in incremental revenue at launch — one of the few engineers to have taken a multi-agent, MCP-driven agentic commerce vision from whiteboard to production.
I operate at the intersection of:
- Platform engineering (Azure, .NET 8/10, microservices, event-driven architecture, semantic search)
- GenAI orchestration (RAG, intent routing, guardrails, prompt versioning, evals)
- Agentic systems (MCP/ACP protocol design, multi-agent coordination, LangGraph, Microsoft Agent Framework, Semantic Kernel)
- Ecommerce domain (product discovery, conversational commerce, catalog intelligence)
I have mentored 55+ engineers across onshore and offshore teams on AI, .NET, and Agile delivery.
💰 $5M incremental revenue → GPT-4o Shop Virtual Assistant on leading e-Commerce portal
📈 32% improvement → AI-driven customer interaction quality
😊 85% CSAT → Conversational commerce experience
⚡ 40% response time drop → High-availability MFE chat architecture
✅ 99.9% uptime → Peak sales events (Black Friday, Cyber Monday, Door busters)
🛡️ 100% compliance adherence → Enterprise compliance + metrics dashboard
🔎 20+ data sources → "Clarity" executive reporting platform
🚀 Agentic Commerce Architecture (MCP + ACP protocol-driven multi-agent systems)
⚙️ LangGraph stateful agents for multi-turn ecommerce conversations and micro moments across experiences
🎚️ GenAI evaluation harnesses (LangFuse, LangSmith)
🔒 Responsible AI: guardrails, content safety, audit trails, compliance and OTEL