I lead a team of talented Product Managers at Google working on AI solutions for Energy, Transportation, and Resilience. My team got Google named Fast Company's World Changing Company of the Year for 2024. A few highlights out of our >20 projects: **Traffic Lights** - Helping cities optimize their traffic lights using AI to reduce stop-and-go traffic, which we’re doing with 13 cities globally, with early numbers showing potential for up to 30% reduction in stop and go traffic and up to 10% emissions savings at intersections (Project Green Light): https://www.cbsnews.com/video/how-google-is-using-ai-to-reduce-traffic-and-emissions/ , https://ai.googleblog.com/2023/05/google-research-at-io-2023.html **Wildfire Satellites**: Partnering to launch a constellation of satellites designed to detect a 5m x 5m wildfire anywhere on Earth, to enable fire authorities to rapidly respond. Using AI and current satellites to show wildfire boundaries on Google Maps: https://blog.google/technology/ai/inside-firesat-launch-muon-space/ **Contrails**: Helping reduce the >35% of aviation's warming that comes from contrails, which we've proven in the skies with American Airlines and Breakthrough Energy: https://www.fastcompany.com/90935599/how-google-is-using-ai-to-tackle-flyings-big-dirty-problem , https://www.cnn.com/videos/business/2023/08/17/exp-ai-plane-emissions-juliet-rothenberg-intv-081711aseg2-cnni-business.cnn **Flood Forecasting** - Increasing the forecasting lead-time by 7 days above state of the art, and bringing EU-quality forecasts to Africa (See our forecasts for >100 countries free at Google Flood Hub: https://blog.google/outreach-initiatives/sustainability/flood-hub-ai-flood-forecasting-more-countries/) Fast Company World Changing Company of the Year

Led the first major revamp of our core product, helped launch our demand response product, managed the full lifecycle for two multichannel products, and led the company's explorations into new business lines.