I work on AI automation at UVC Partners, building AI and data infrastructure that helps the team work with more leverage.
The work sits at the intersection of automation, data quality, workflow design, and human judgment. The goal is not to automate decisions that require context; it is to remove repetitive work so people can spend more time on the work that matters.
Focus
- AI and data infrastructure
- Automation of internal workflows
- Process improvement and operational leverage
- Building systems that remain useful, reliable, and human-led
Some work is necessarily private. This is a public record of the questions and lessons that can be shared without exposing confidential information.