graph-neural-networks
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Malur Narayan
Malur Narayan is the CEO and co-founder of XTRIUM, an Austin-based B2B AI startup building an intelligence layer for materials that matches materials to real-world applications, surfaces sourcing risk, and turns supply chains from fragile to resilient. A computer engineer who was running machine-learning research and self-managed software teams in the early 1990s, he spent three decades scaling technology businesses across five continents at Nortel and Tata Consultancy Services before co-founding two AI startups. He frames XTRIUM around a single idea: making the search for a new application for any material as fast and easy as an internet search, compressing what used to take a year into days.
Chris Parsonson
Chris Parsonson is the co-founder and CEO of Solve Intelligence, an AI platform for patent professionals that he started in 2023 after finishing a machine learning PhD at UCL. He built the company alongside his brother Angus and fellow UCL researcher Sanj Ahilan, ran it profitably to $10M+ in revenue with a single salesperson, and raised over $55M from Thomson Reuters, Microsoft, Y Combinator and 20VC. His work turns deep optimisation research into software that drafts and analyses patents for 400+ IP teams across six continents.
Cameron R. Wolfe
Cameron R. Wolfe, Ph.D. is a Senior Research Scientist at Netflix's Globalization team and the author of Deep (Learning) Focus, a twice-weekly Substack newsletter with 60,000+ subscribers that translates cutting-edge ML research into approachable long-form essays. A Rice University computer science PhD, he has built a reputation as one of the clearest explainers of large language models, RLHF, and AI agents in the field, bridging academia and industry with methodical depth and intellectual generosity.