Pushing Boundaries To Preserve Our Planet and Improve Lives

Through the pioneering use of AI, advanced technology, and analytics, we combat illegal fishing and help rejuvenate our oceans, fulfilling the vision of our founder Paul G. Allen, the late philanthropist and Microsoft co-founder.

A Commitment To Developing AI for the Common Good

Skylight is based at the Allen Institute for AI (Ai2), a non-profit organization dedicated to conducting groundbreaking AI research and engineering in service of the common good. Skylight and the fight against illegal fishing benefit from the institute’s world-class expertise in AI.

Our Mission

Bridging the Data Gap in Marine Conservation

For most countries, vast ocean sizes overwhelm resources for monitoring illegal fishing and maritime crimes. Recognizing the critical role of enforcement, Skylight addresses this gap by leveraging AI and big data, providing free, operationally relevant, and high-quality insights for under-resourced states and marine protected areas.

Team Members

Namrata Kolla
Program Lead

Namrata Kolla (Nam) leads the Skylight program at Ai2 (Allen Institute for AI). She has been working in the conservation space for over ten years, including in the nonprofit, private, and public sectors.

Before joining Ai2, Nam was a Data Scientist for the Mayor of Seattle, a Research Consultant for the Bill & Melinda Gates Foundation, and in various roles at The Nature Conservancy.

She received a Bachelor's in Earth & Atmospheric Sciences (focus on Oceanography) and a Bachelor's in Public Policy from the Georgia Institute of Technology. She later received a Master's in Public Administration from the University of Washington, with a focus on the application of data science to improve public service.

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Program Management Team
Joe Ferdinando
Product Manager
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Natali Giomi
Senior Regional Partnership Manager
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Théo Girard
Regional Partnership Manager, Gulf of Guinea & Indian Ocean
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Paige Roberts
Maritime Analyst
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Charlie Brown
Regional Partnership Manager, Southeast Asia
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Youky Susaia Jr.
Regional Partnership Manager, Pacific Islands
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AI and Machine Learning Team
Patrick Beukema
Machine Learning Engineer
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Henry Herzog
Machine Learning Engineer
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Yawen Zhang
Senior Machine Learning Engineer
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Favyen Bastani
Ai2 Researcher
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Engineering Team
Alex Buraczynski
Software Engineer
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Sebastian Wood
Lead Software Engineer
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Hunter Pitelka
Manager, Engineering
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Jeff Hall
Software Engineer
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Josh Hansen
Software Engineer
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Mike Jacobi
Software Engineer
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Communications and Design Team
Jordan Steward
Senior Communications Manager
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Karen Goodfellow
Product Designer
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Strategic Partnerships
Gregg Casad
Consultant, Exulans
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Danielle May
Grants Manager
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Our Team consists of both employees and contracted professionals, ensuring comprehensive expertise and regional coverage.

Our Family

Skylight is one of several zero-revenue AI for the environment programs available through the Allen Institute for AI (Ai2). Skylight, along with EarthRanger and Satlas, is available under the “AI for the Environment” umbrella at Ai2.
EarthRanger
EarthRanger is a software solution that aids protected users in making more informed operational decisions for wildlife conservation. EarthRanger collects, integrates, and displays all historical and available data and combines it with reports from the field to provide one unified view of collared wildlife, rangers, enforcement assets, and infrastructure within a protected area.
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Satlas
Satlas combines the power of modern AI with the scale of public-domain satellite imagery to provide monthly monitoring of the planet. We leverage the latest advances in AI to robustly process images in this challenging domain and produce various geospatial data products that we make freely available. These products are high-accuracy, global, and updated monthly.
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Climate Modeling
The goal of Ai2’s climate modeling team is to improve the world’s understanding of climate change, its effects, and what can be done now. Better data and technologies will inform how we mitigate and adapt to global impacts, such as sea level rise, community destruction, and biodiversity loss.
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Wildlands
Ai2’s team of machine learning researchers, engineers, and designers are working together to apply machine learning to support wildland fire management and research workflows. By focusing efforts on ground-level fuels that are not measurable with current satellite technology, the team is improving the health and resilience of our forests.
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Case Study

Protecting the Biggest Marine National Park System in Africa

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Recent News

Allen Institute For AI pledges $3 million to accelerate the use of AI to address illegal fishing

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