Selected work
A representative slice of work designing experimentation and measurement systems across global digital products, commercial operations, and regulated industrial environments.
Led measurement and experimentation systems influencing thousands of product decisions globally — from methodology to organizational adoption across product and customer service.
Helped scale measurable experimentation from small-scale testing toward organization-wide adoption across product and commercial teams.
Built operational and environmental decision systems balancing risk, regulation, and performance in a high-stakes industrial context.
