Specialized finance professional with deep expertise in fraud prevention, abuse mitigation, and platform risk strategy across e-commerce and tech sectors. Proven success leading cross-functional programs to combat identity fraud, chargebacks, and content abuse through machine learning systems, strategic enforcement layers, and automation. Adept in driving operational efficiencies, reducing financial losses, and scaling platform defenses while collaborating with engineering, legal, and data science teams.