About me

I am a Software Engineering Leader specializing in the transition of frontier AI from experimental prototypes to mission-critical, production-grade ecosystems. My work focuses on architecting Agentic AI, Multi-Agent Systems, and Model Context Protocol (MCP) implementations that move beyond simple automation to deliver verifiable business impact and operational efficiency.

With a foundation built on 16+ years of distributed systems engineering, I bridge the gap between complex research and scalable enterprise applications. I lead high-performing organizations by aligning technical roadmaps with executive business goals, fostering a culture of engineering excellence, and ensuring systems are built for long-term observability and security.

Core Strategic Focus

• Autonomous Agent Orchestration: Architecting collaborative AI frameworks where specialized models automate complex, non-linear workflows across customer operations and knowledge management.

• Production-Grade RAG & Insight Platforms: Designing sophisticated Retrieval-Augmented Generation pipelines with rigorous guardrails to transform unstructured enterprise data into actionable intelligence.

• Next-Gen Conversational Interfaces: Engineering low-latency, voice-to-voice, and NLU-driven systems that provide context-aware, human-parity interactions.

• Distributed Systems at Scale: Expert-level experience in building high-throughput, fault-tolerant backends and data pipelines that maintain high availability under massive load.

Engineering & Leadership Foundation

• Polyglot Technical Mastery: Deep proficiency in modern programming languages and frameworks to build unified, maintainable tech stacks from the UI to the data layer.

• Cloud Strategy & Infrastructure: Extensive experience leveraging AWS and cloud-native patterns to build “well-architected” solutions that prioritize security, scalability, and cost-optimization.

• Organizational Leadership: A proven track record of hiring and mentoring elite engineering talent, managing multi-functional teams, and driving the technical vision for multi-million dollar digital transformation initiatives.

I believe that the value of state-of-the-art technology is measured by its resilience and ROI. Whether implementing a cutting-edge LLM or refactoring a legacy distributed system, my approach is centered on responsible deployment, clear technical debt management, and the delivery of products that solve high-stakes enterprise problems.