Strategic Projects Lead with over a decade owning end-to-end execution of large-scale, high-ownership AI and data programs for frontier AI labs and Fortune 500 clients. Proven track record scaling human data operations across distributed domain experts and reviewers, recovering at-risk AI training programs under aggressive timelines while holding quality alignment through calibration,
rubric, and incentive redesign. Deep operator mindset: translates ambiguous frontier-AI objectives into staffing models, workflows, and KPI frameworks that move throughput, margins, and delivery reliability. Directly accountable for multi-million dollar outcomes across enterprise AI transformation, revenue acceleration, and technical portfolio management and partners directly with senior stakeholders from engineering leads to C-suite.
