Applied AI Engineering + Technical Leadership

13+ years building enterprise AI systems from concept to production.

Applied AI engineer and technical leader with experience across 30+ organisations in 18 countries, translating advances in AI into production systems through strong engineering, rapid experimentation, and scalable platform design.

13+ years experience 30+ organisations served 18 countries worked across 30K+ enterprise users 1M+ consumer users

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Now

Senior Principal AI Engineering Lead | Associate Partner

At QuantumBlack, AI by McKinsey, leading engineering teams building production agentic AI systems for complex enterprise environments, including workflow automation that reduced procure-to-pay cycle times by over 50%.

Track Record

Enterprise Platforms + Zero-to-One Delivery

Led engineering for McKinsey's Lilli enterprise AI platform, as well as the zero-to-one build of Argentina and Romania's first open-banking-style consumer finance platform.

Technical Focus

Current priority areas

Agentic solutions with multi-agent orchestration and tool-calling in production environments
Production LLM applications with reliability, evaluation, and governance guardrails
AI platform architecture, model serving, and human-in-the-loop operational workflows
Technical leadership for enterprise AI delivery and cross-functional execution

Thought Leadership

Writing and publications

I am publishing practical notes on AI delivery: technical architecture, evaluation discipline, and operating models for teams that need to move fast without compromising production quality.

Visit writing section