Empowering Professionals and Organizations to Thrive in the Age of AI.
As a leader in Responsible AI and a trusted advisor in professional development, I have helped shape people, programs, and products that drive meaningful impact. My approach blends cutting-edge insights with actionable guidance, helping you harness AI for both immediate and long-term success.
I’ve been fascinated by data since I was a kid, but I’ve always believed that true impact comes from pairing data with storytelling. The best insights don’t just inform — they inspire action and drive meaningful change.
For over 15 years, I’ve worked across academia, non-profits, and tech, transforming complex insights into strategic initiatives with real-world impact. My focus in the last 5 years has been on Responsible AI, where I’ve led teams at major tech companies to ensure technology is developed safely and equitably. As Head of Research & Insights for Trust & Safety at Spotify, I lead a global team dedicated to user safety, from evaluating interventions to building fair, responsible AI systems.
My own path wasn’t straightforward — I started as a humanities major and navigated my way into tech leadership through curiosity and lifelong learning. Now, I’m passionate about helping others embrace career transitions and AI-driven changes, empowering them to adapt and thrive in evolving industries.
Long before Harvard Business Review called it ‘sexy,’ I recognized the power of data science. With expertise in machine learning, experimental design, and causal inference, I help organizations turn complex data into strategic action. My work spans from assessing algorithmic fairness to modeling the impacts of complex systems, always focused on translating rigorous analysis into actionable insights.
I’ve led the development of Responsible AI programs at global tech companies like Spotify and Indeed, creating scalable frameworks for ethical AI implementation. My expertise goes beyond the corporate sector — as a Berkman Klein Fellow, I co-founded AI Blindspot to help organizations identify and address structural inequities in AI systems. This blend of corporate and civil society experience shapes my holistic approach to responsible AI strategy.
No matter your role, telling your story effectively is key. I specialize in translating complex AI and technology concepts into clear, actionable insights for business leaders, bridging the gap between technical capabilities and strategic implementation. Through speaking engagements, workshops, and advisory work, I help organizations not only understand AI’s potential but also turn it into real-world opportunities.
“Ideas not coupled with action never become bigger than the brain cells they occupied.”
