Engineering leader, founder, AI expert.

I’m an AI engineering leader and machine learning researcher. My work spans AI platforms, agent systems, evaluation and quality, NLP, and applied research — from building scalable AI infrastructure to fine-tuning and post-training models for better quality, efficiency, and cost.

At Fieldguide, my teams own the agent platform behind an AI-native audit and advisory product: the LLM gateway, agent orchestration, observability, and document processing. We established an eval-first culture, so every model, prompt, or code change ships with evidence that it makes the agents better.

Previously, I co-founded Lumiro AI, where I led product and engineering to build an AI-powered tour guide platform delivering personalized, real-time travel experiences.

Earlier, I led engineering initiatives at Twilio, including a centralized machine learning platform and the evolution of Twilio Autopilot. Prior to that, I spent three years as a Staff Machine Learning Engineer building production AI and ML systems at scale.