Bio

Lately, I’ve been making wine and refining my style. My philosophy draws from minimal/low-intervention, natural, and slow wine movements — aligned with how I think about food and stewardship more broadly. At its core, it’s about making good wine through sustainable viticulture and thoughtful winemaking practices. My wine project is currently in development, and I spend time at Broc Cellars.

In tech, I've been a researcher and software engineer with a focus on Responsible AI and infrastructure. My research integrated fairness, safety, interpretability, and systems thinking to ensure machine learning systems are useful, accountable, and aligned with societal needs. My engineering work, while broad, focused on infrastructure and reliability, where I led and managed teams building data and cloud products. I’m particularly interested in technology that serves the public good. Today, I'm working with clients on impactful tech projects through Iterative Horizons.

Across both domains, I’m drawn to systems — how outcomes emerge from constraints, incentives, and assumptions. Whether building models or making wine, the work feels similar: understand the conditions, intervene with care, and create something that serves people, sustainably.