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Winter 2024B2B

Yoneda Labs

Foundation Model for Chemical Manufacturing

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About Yoneda Labs

Yoneda Labs provides software to help chemists optimise reactions. When chemists make a drug or a material, we help them figure out the best reaction parameters such as temperature, concentration and catalyst. When Jan was working at chemical labs, he experienced the struggle of spending weeks guessing reaction conditions. We then started experimenting with ML to speed up the process. Now, as a team of three friends from the University of Cambridge, we’ve spent the last month combining our domain expertise in Computer Science, Machine Learning and Chemistry to develop state of the art models for reaction optimisation. Although ML is becoming well established in other fields, current chemical models generalise poorly and require lots of programming experience. We make our models easily accessible to chemists in the lab. Finding the right conditions quickly allows pharmaceutical companies to test more drugs, and finding better optima makes manufacturing process cheaper and more environmentally friendly.

Quick facts

YC Batch
Winter 2024
Founded
2023
Team size
3
Industry
B2B • B2B
Website
www.yonedalabs.com
Profiles
LinkedIn · Twitter

Founders

Michał Mgeładze-Arciuch
Founder
Michał is the Co-Founder and CEO of Yoneda Labs. Michał studied Computer Science at the University of Cambridge. He has strong software engineering and Artificial Intelligence experience having worked at Jane Street and…
Jan Oboril
Founder
Jan is the Co-Founder and Chief Scientist at Yoneda Labs. Jan studied Chemistry & Biology at the University of Cambridge. Has worked at Bayer and as a research chemist for institutes in Czechia and Austria. He has a lot…
Daniel Vlasits
Founder
Daniel is the Co-Founder and CTO at Yoneda Labs Daniel studied Computer Science at the University of Cambridge. He has strong software engineering experience having been a software engineer at Cisco, Optiver and a progr…

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