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Using AI for drug discovery

Using AI for drug discovery

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 Artificial intelligence is changing the way drugs are being discovered. Find out how in this episode. Episode Guest: Handol Kim, Co-Founder and CEO, VariationalAI.Check out Ie-Knowledge Hub Video Case Studies on the International Entrepreneurship Knowledge Hub.Questions or feedback on our episode? Get in touch with show host Thierry Harris: thierry.harris@cartouchemedia.com Episode Research Question:How can VariationalAI continue to work with pharma organizations to help develop better methods for validating their drug targets?Write to us at solutions@ie-knowledgehub.ca and we'll post some of your answers on our website page.Guest bio:  Handol KimHandol is Co-Founder & CEO of Variational AI, an AI for drug discovery start-up based in Vancouver. Variational AI is applying its state-of-the-art generative AI to discover novel and drug-like small molecules that are efficacious, safe, and synthesizable in months versus years. Prior to co- founding Variational AI, Handol was General Manager of the Quadrant AI Business Unit of D-Wave Systems Inc, and brings over 20 years of executive management experience and leadership from venture-backed start-ups and publicly-listed technology companies in cloud, mobile/embedded, and telecommunications software in Silicon Valley, Canada and Asia Pacific. Variational AI is the third startup he has co-founded. Handol is Vice-Chair of the AI Network of British Columbia (AInBC) and a board director of the Digital Technology Supercluster and the United Way Lower Mainland. Episode Links: Variational AIHandol KimCAMDEA Link to more on Variational AIDrug DiscoveryMedicinal chemistrySmall molecules definitionSmall molecules drug productionPrinciples of Drug DiscoveryBrute force approach to drug discoveryHigh throughput virtual screeningIn-silico biologyDrug Targets Short definitionProteins as drug targetsComprehensive Map of Drug targetsFurther reading on drug targets Drug Lead definitionLipinski’s rule of fiveDrug Assets definitionDrug RepurposingFurther reading on challenges of drug repurposing in COVID eraBiochemical AssaysSARS basicsOpen source chemical repositoriesZincPubchemChEMBLAI terminology Machine learning algorithmsGenerative AI Generative Vs discriminative AI modelsDeep learning definitionVariational Encoders tutorialShort Definition with mathematical examplesOriginal Alexnet paperPaper outlining the significance of Alexnet workFurther reading on AlexnetKrizhevsky papersImage net Hinton Lab university of Toronto Krizhevsky’s work at university of Toronto and impact on Silicon ValleyAutonomist labs University of TorontoSimon Fraser University  Autonomous labOther linksVancouver Prostate CenterDr. Artem CherkasovDigital SuperclusterBill TamVancouver General HospitalUniversity of British ColumbiaPhoton etc.AbcelleraElementAIZymeworksAdmare BioInnovationsAtomwiseRecursionBenevolent AIDeep GenomicsCyclicaInsilicoInVivo (now Valence)NVIDIABiogenThierry HarrisIe-Knowledge Hub Sponsorship CasePhoton etc Case StudyThierry HarrisMarket Hunt is produced by Cartouche Media in collaboration with Seratone Studios in Montreal and Popup Podcasting in Ottawa. Market Hunt is part of the International Entrepreneurship Knowledge Hub network.  Funding for this program comes from the Social Sciences and Humanities Resource Council of Canada.Executive Producers: Hamid Etemad, McGill University Desautels Faculty of Management and Hamed Motaghi, Université du Québec en Outaouais. Associate Producer, Jose Orlando Montes, Université du Québec à Montréal.Technical Producers Simon Petraki, Seratone Studio and Lisa Querido, Pop up Podcasting. Show consultant, JP Davidson. Artwork by Melissa Gendron. Voiceover: Katie Harrington.You can check out the ie-Knowledge Hub Case studies  at ie-knowledgehub.ca.
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