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Transforming Tech Transfer with AI-Driven Insight with Steven Lehmann and Ashish Uppala
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What if universities had a smarter way to surface the innovation already happening across their campuses? In this episode, I’m joined by Steven Lehmann, Managing Director of Stargaze at Portal Innovations, and Ashish Uppala, Head of Engineering and Product for Stargaze.
Steven brings over a decade of experience in venture building and university innovation ecosystems, including leading the University of Chicago’s $20 million pre-seed fund and authoring the Innovation Ecology Substack. Ashish, a former CTO of scite.ai and an expert in AI and machine learning, combines deep technical knowledge with a passion for mapping biotech innovation.
Together, they share how Stargaze is helping universities navigate today’s funding challenges by identifying hidden opportunities in their research ecosystems. From integrating complex data sources to predicting commercialization potential, Stargaze is transforming how institutions connect innovation with impact.
In This Episode:
[01:50] Portal has been around for about 5 years. The goal has been to build infrastructure that's necessary to commercialize innovation in areas that are over-scienced but underfunded or don't have the resources to take the innovations to market.
[02:51] They've been building the infrastructure to get academic ideas for a Series A investment.
[03:06] They needed to find the scientist and the ideas to plug into their infrastructure. Stargaze is like Google Maps for innovation.
[04:12] Stargaze builds rich maps of scientific ecosystems. They use AI, network science, and reason models.
[06:33] Stargaze helps keep track of all the possibilities and move from reactive to proactive.
[08:24] They are equipping innovators and scouts with understanding the commercial potential of research.
[09:07] They can build a picture to understand the potential landscape.
[11:41] We talk about who's working on the project.
[13:18] The core of Stargaze is organizing information around innovation so that they can feed it into different matching and scoring algorithms.
[15:17] Because of the information they have, they find investors that are interested in whatever the researcher may be working on.
[16:55] How Innovation biomarkers can be helpful in an emerging system.
[18:47] Finding the signals of who can work together in a meaningful way toward a particular problem.
[21:12] We talk about privacy and security. Data and license is scoped to that person or project.
[25:26] The recent rate of innovation has been crazy.
[27:54] Thinking about synergies and risk to the core business.
[29:18] How Tech Transfer professionals can implement Stargaze by signing up to the Stargaze network.
[31:48] It's very user friendly.
Resources:
Steve Lehmann - Portal Innovations
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