Experienced data-driven professional with a strong background in workforce planning and organizational assessment. Skilled in designing measurement systems to capture employee experience data and translate findings into strategic recommendations. Combining expertise in research psychology with practical experience in competency modeling, succession planning, and talent strategy. Demonstrated success in implementing data collection frameworks that identify key organizational trends and inform evidence-based decision making.