My career has centered on building, scaling, and improving AI programs, with a growing focus on the oversight, accountability, and ethical considerations that will shape the future of AI. With more than 10 years of professional experience, I bring a combination of large-scale AI operations leadership, LLM evaluation, quality assurance, and strategic program management. At GlobalLogic, I helped scale AI organizations from 20 to more than 400 contributors, supported 84+ AI/ML projects, and led initiatives to improve model evaluation, data quality, and system performance across generative AI, search, NLP, OCR, and multimodal applications. In my current consulting work with Mercor,...