Expert in AI and autonomous systems with 20 years of proven innovation track record. Scaled multiple teams. Credited with 18 approved patents, and 50+ publications. Honored internationally with 20+ science and engineering awards. Recognized by IEEE and NIST for shaping industry standards. Tri-citizen, multilingual, frequent public speaker. Listed among Business Insider’s Most Powerful Women Engineers. Received SWE Global Leader Award for “unparalleled technical expertise and leadership influencing automotive software”.