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BioLogic Summit 2025 | January 13-16, 2025 | San Diego, CA

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} </style> <div class="programs-section"><div class="container"><div class="row"><div class="col-sm-12"><h1 class=" page-title blue text-center pad-bottom flush-top"><b>Demystifying AI/ML for Biologic Drug Development</b></h1></div><div class="col-sm-6"><p class="track-header">Modeling and Prediction Stream</p><a href="/models-for-biologics-design"><div class="track-overlay"><img src="/images/biologicsummitlibraries/home/25/aibp25-de-novo-button.jpg?sfvrsn=ddb998c5_1" alt="Models for De Novo Design" class="imageResize" /><div class="track-text-overlay"><h2>Models for <i>de novo</i> Design</h2></div></div></a> <a href="/predicting-biologics-developability"> <div class="track-overlay"><img src="/images/biologicsummitlibraries/home/25/aibp25-optimization-button.jpg?sfvrsn=e40bec24_1" class="imageResize" alt="Predicting Developability and Optimization Using Machine Learning" /><div class="track-text-overlay"><h2>Predicting Developability and Optimization Using Machine Learning</h2></div></div></a> </div><br class="hidden-sm hidden-md hidden-lg" /><div class="col-sm-6"><p class="track-header">Biotherapeutic R&amp;D Stream</p><a href="/machine-learning-for-biologics"><div class="track-overlay"><img src="/images/biologicsummitlibraries/home/25/aibp25-early-discovery-button.jpg?sfvrsn=36c0d26c_1" class="imageResize" alt="Machine Learning in Early Discovery" /><div class="track-text-overlay"><h2>Machine Learning in Early Discovery</h2></div></div></a> <a href="/training-data-generation-for-biologics"> <div class="track-overlay"><img src="/images/biologicsummitlibraries/home/25/aibp25-data-acquisition-button.jpg?sfvrsn=17ebea5b_1" class="imageResize" alt="Training Data Generation and Quality" /><div class="track-text-overlay"><h2>Training Data Generation and Quality</h2></div></div></a> </div></div><div class="row pad-top"><div class="col-sm-4"><a href="/training-seminars" data-sf-ec-immutable=""><div class="home-button white">View Training Seminars </div></a> </div><br class="hidden-sm hidden-md hidden-lg" /><div class="col-sm-4"><a href="https://register.cambridgeinnovationinstitute.com/reg/aibp" data-sf-ec-immutable=""><div class="home-button white">SAVE $200 - Book by December 6 </div></a> </div><br class="hidden-sm hidden-md hidden-lg" /><div class="col-sm-4"><a href="/search" data-sf-ec-immutable=""><div class="home-button white">Search Agenda </div></a> </div></div></div></div></div> </div> <div > <div class="sf-Long-text" ><div class="keynotes-section"><div class="container"><div class="row"><div class="col-sm-12"><p class="pageTitle white text-center mid-weight">2025 Plenary Keynotes</p></div></div><div class="row"><div class="col-sm-5ths text-center"><p><img src="/images/biologicsummitlibraries/home/25/aibp25-keynote-baker.png?sfvrsn=60b4359f_1" alt="David A. Baker, PhD" /></p><p class="white"><font color="#f4801f"><b>2024 NOBEL LAUREATE</b></font><br /><b>Design of New Protein Functions Using Deep Learning</b><br /><i>David A. Baker, PhD</i><br /><i>University of Washington<br /></i><b> </b> </p></div><br class="hidden-sm hidden-md hidden-lg" /><div class="col-sm-5ths text-center"><p><img src="/images/biologicsummitlibraries/home/25/aibp25-keynote-croasdale-wood.png?sfvrsn=1a631649_1" alt="Rebecca Croasdale-Wood, PHD" /></p><p class="white"><b>Benchmarking and Integrating ML/AI Advancements in Biologics Discovery and Optimisation for Pharma</b><br /><i>Rebecca Croasdale-Wood, PhD<br />AstraZeneca</i></p></div><br class="hidden-sm hidden-md hidden-lg" /><div class="col-sm-5ths text-center"><p><img src="/images/biologicsummitlibraries/home/25/greiff_victor.jpg?sfvrsn=b99f78b3_4" alt="Victor Greiff, PhD" /></p><p class="white"><b>The State of the Art for Antibody Structure Prediction</b><br /><i>Victor Greiff, PhD<br />University of Oslo</i></p></div><div class="col-sm-5ths text-center"><p><img src="/images/biologicsummitlibraries/home/25/gligorijevic_vladimir.png?sfvrsn=f394fe6a_4" alt="Vladimir Gligorijevi膰, PhD" /></p><p class="white"><b><i>De novo</i> Design of Therapeutic Antibodies</b><br /><i>Vladimir Gligorijevi膰, PhD<br />Genentech</i></p></div><br class="hidden-sm hidden-md hidden-lg" /><div class="col-sm-5ths text-center"><p><img src="/images/biologicsummitlibraries/home/25/mock_marissa.jpg?sfvrsn=3ca0ef72_3" alt="Marissa Mock, PhD" /></p><p class="white"><b>Transforming Therapeutic Protein Engineering</b><br /><i>Marissa Mock, PhD<br />Amgen Inc.</i></p></div></div></div></div></div> </div> <div > <div class="sf-Long-text" ><div class="about-section flush-bottom"><div class="container"><div class="row"><div class="col-sm-12"><p class="pageTitle">Updated Agenda Now Available</p></div><div class="col-sm-8"><p class="terciary-text">The inaugural <b>BioLogic Summit</b>, presented by the experienced team behind <b>PEGS </b> and <b>PepTalk</b>, aims to unite the biologics community in exploring the transformative potential of ML/AI in biopharmaceutical R&amp;D. The Summit has been designed to meet the needs of the growing community of hybrid scientists that will empower this new research paradigm: experimentalists now working with AI/ML and computational tools, and data scientists adapting to the complex world of drug discovery and protein science.</p><p class="terciary-text">The event will feature a comprehensive program, including four conference <a href="/program"><b><u>tracks</u></b></a>, luminary plenary keynotes, moderated small-group <a href="/interactive-breakout-discussions"><b><u>discussions</u></b></a>, and a range of one-day <a href="/training-seminars"><b><u>training seminars</u></b></a> to meet the needs of <a href="/attendees"><b><u>participants</u></b></a> at every level. We welcome you to join this important meeting and participating in learnings and conversations about the near-term implementation of machine learning tools and AI technologies in the biologics industry.</p><p class="terciary-text">For maximum savings, reserve your spot by <b>December 6</b>. 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