Hi, I'm Tabea, I work at the intersection of AI, safety, and security. My career as Technical Product Manager has been dedicated to building solutions that protect users and keep platforms healthy at scale.

Starting in 2017, I built Twincler. Twincler developed proprietary infrastructure technology that identified irregular behavior in data streams in real-time across platforms, modalities (text, images, video), surfaces, and languages - fully automated, and with no human analysts. On average, Twincler detected harmful content 83 days earlier than industry-leading systems (learn more about Twincler's case studies).

Twincler was trusted by major tech companies in the San Francisco Bay Area, protecting over 3 billion users in real-time from previously unknown abuse types, scaled abuse, synthetic engagement, harassment, and disinformation, and attacks on recommendation and ranking systems.

As Founder, CEO, and Technical Product Lead, I led product development, identified market opportunities, developed strategic partnerships, and navigated the business in a rapidly evolving and ambiguous regulatory environment on both sides of the Atlantic. While Twincler closed its doors in 2023, the impact of our work continues to resonate. Please learn more about Twincler’s approach on Medium.

Since October 2022, I've contributed to the Stanford University Trust & Safety Teaching Consortium, helping develop and maintain an open-source syllabus for the next generation of trust & safety professionals. My focus areas include scaled platform abuse, manipulation of recommendation and ranking systems, and synthetic engagement.

In 2018, I had the honor of being invited by German Chancellor Dr. Angela Merkel to the first national summit on Artificial Intelligence, where I provided expertise for Germany's first AI strategy. Upon request, I've offered an expert opinion to the German Parliament’s Committee on Artificial Intelligence and served on the advisory board for the Center for Strategic and International Studies (CSIS) in Washington, DC, contributing to describing strategies of foreign propaganda and influence operations and developing responses.

My work has been recognized by industry leaders, including the Boston Consulting Group and Manager Magazin, who named me among the "Top 100 Female Managers in German Business" and one of seven "women to watch."

I'm an active member of the Association for Computing Machinery's Special Interest Group on Artificial Intelligence (SIGAI) and an alumna of the American Council on Germany (ACG) and American Jewish Committee (AJC) Young Leaders Program.

Outside of work, you'll find me exploring the outdoors, especially hiking in the Pacific Northwest. You can also connect with me on X (@TabWilke) and Mastodon (@tabea@sfba.social).