Data in Biotech

CorrDyn
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Data in Biotech is a fortnightly podcast exploring how companies leverage data to drive innovation in life sciences.  Every two weeks, Ross Katz, Principal and Data Science Lead at CorrDyn, sits down with an expert from the world of biotechnology to understand how they use data science to solve technical challenges, streamline operations, and further innovation in their business.  You can learn more about CorrDyn - an enterprise data specialist that enables excellent companies to make smarter strategic decisions - at www.corrdyn.com

  1. 1 THG 10

    Automating biopharma knowledge work with Convoke

    What if biotech teams could automate the most information-intensive parts of bringing a drug to market? In this episode of Data in Biotech, host Ross Katz speaks with Convoke co-founders Alex Telford and Maged Ahmed about building an AI-native knowledge acquisition and curation system for biopharma. Learn how they're transforming clinical research, regulatory writing, and competitive intelligence using LLMs, semantic search, and scalable data infrastructure. ​​What You'll Learn in This Episode: >> How Convoke unifies public and private biotech data into a single workspace for smarter decision-making >> Why structured outputs and semantic layers are key to high-quality AI-driven insights >> Real-world use cases including clinical trial design, competitive landscape analysis, and regulatory documentation >> How feedback loops and model evaluations drive product reliability and user trust >> The future of AI in biotech: continuous decision-making and multimodal intelligence Meet Our Guests Alex Telford is Co-Founder and CEO of Convoke, an AI-native OS transforming drug development workflows. His background in life sciences consulting drives his mission to unify data and streamline outputs like clinical documents and regulatory submissions. Maged Ahmed is Co-Founder of Convoke and a former AI lead at Applied Intuition. He brings deep data infrastructure expertise to biotech, aiming to reduce friction in regulated environments by automating knowledge generation. About The Host Ross Katz is Principal and Data Science Lead at CorrDyn. Ross specializes in building intelligent data systems that empower biotech and healthcare organizations to extract insights and drive innovation. Connect with Our Guest: Sponsor: CorrDyn, a data consultancyConnect with Alex Telford  on LinkedIn Connect with Maged Ahmed on LinkedIn Connect with Us: Follow the podcast for more insightful discussions on the latest in biotech and data science.Subscribe and leave a review if you enjoyed this episode!Connect with Ross Katz on LinkedIn Sponsored by… This episode is brought to you by CorrDyn, the leader in data-driven solutions for biotech and healthcare. Discover how CorrDyn is helping organizations turn data into breakthroughs at CorrDyn.

    56 phút

  2. 17 THG 9

    How Eli Lilly’s new platform TuneLab codevelops AI models with biotech

    Dr. Aliza Apple, VP of Catalyze360 AI/ML at Eli Lilly, joins Ross Katz to unveil TuneLab—a first-of-its-kind federated learning platform accelerating preclinical drug discovery. Learn how Lilly’s billion-dollar models are empowering early-stage biotechs, the science behind federated learning, and what this means for the future of pharmaceutical R&D. ​​What You'll Learn in This Episode: >> How Eli Lilly's TuneLab democratizes access to proprietary AI models trained on decades of pharmaceutical data >> What federated learning means for IP protection and collaborative data sharing in biotech >> Which two key use cases are driving TuneLab’s impact today: small molecule ADME and antibody developability >> How TuneLab’s early adopters like Firefly Bio and Superluminal are shaping the platform’s evolution >> Why generalizability—not just accuracy—is the true power of collaborative AI in drug development Meet Our Guest Dr. Aliza Apple is VP of Catalyze360 AI/ML at Eli Lilly and a biotech trailblazer with deep roots in AI-driven drug discovery. She has led initiatives from founding startups to heading Lilly Gateway Labs and now pioneers innovation at the intersection of data and biotech. About The Host Ross Katz is Principal and Data Science Lead at CorrDyn. Ross specializes in building intelligent data systems that empower biotech and healthcare organizations to extract insights and drive innovation. Connect with Our Guest: Sponsor: CorrDyn, a data consultancyConnect with Aliza Apple  on LinkedIn  Connect with Us: Follow the podcast for more insightful discussions on the latest in biotech and data science.Subscribe and leave a review if you enjoyed this episode!Connect with Ross Katz on LinkedIn Sponsored by… This episode is brought to you by CorrDyn, the leader in data-driven solutions for biotech and healthcare. Discover how CorrDyn is helping organizations turn data into breakthroughs at CorrDyn.

    41 phút

  3. 3 THG 9

    Inside Merck's Computational Biology Approach with Jesper Ryge

    In this episode of Data in Biotech, host Ross Katz talks with Jesper Ryge, Director of Computational Biology at Merck Germany. Jesper shares his journey from neuroscience labs to leading computational teams, offering deep insights into disease modeling, target discovery, and multi-omics integration. Discover how AI and spatial transcriptomics are shaping the future of pharma R&D. ​​What You'll Learn in This Episode >> How single-cell and spatial transcriptomics enhance disease mechanism discovery >> Why data integration and knowledge graphs are critical for target validation >> How computational biology teams interface with wet lab research >> What makes Merck Germany's data strategy unique in biotech >> How generative AI is changing how pharma interprets complex datasets Meet Our Guest Jesper Ryge is Director of Computational Biology at Merck Germany. A biophysicist by training, he brings deep expertise in neuroscience, single-cell analysis, and bioinformatics to pharmaceutical R&D. About The Host Ross Katz is Principal and Data Science Lead at CorrDyn. Ross specializes in building intelligent data systems that empower biotech and healthcare organizations to extract insights and drive innovation. Connect with Our Guest: Sponsor: CorrDyn, a data consultancyFind out more about MerckConnect with Jesper Ryge on LinkedIn  Connect with Us: Follow the podcast for more insightful discussions on the latest in biotech and data science.Subscribe and leave a review if you enjoyed this episode!Connect with Ross Katz on LinkedIn Sponsored by… This episode is brought to you by CorrDyn, the leader in data-driven solutions for biotech and healthcare. Discover how CorrDyn is helping organizations turn data into breakthroughs at CorrDyn.

    47 phút

  4. 20 THG 8

    Where Biotech Innovation Really Happens: 50th Episode Special with Wolfgang Halter, Jacob Oppenheim, and Dave Johnson

    To mark our 50th episode, host Ross Katz brings back three visionary leaders—Dave Johnson (Dash Bio), Wolfgang Halter (Merck Life Science), and Jacob Oppenheim (RAVen)—together for a reflection on the evolution of biotech. They unpack the realities behind AI hype, the future of data-driven innovation, and what’s really changing in drug development. ​​What You'll Learn in This Episode: >> Where real innovation is emerging across startups, big tech, and academia >> The biggest misconceptions about data in biotech—and why they persist >> What it takes to build trust in AI-powered biotech tools >> Why progress in biotech depends as much on execution as it does on breakthroughs >> How industry veterans see the future of automation, regulation, and global competition Meet Our Guests Dave Johnson is CEO and Co-Founder of Dash Bio and former Chief Data & AI Officer at Moderna. He’s pioneering automation in clinical bioanalysis to accelerate drug development. Wolfgang Halter leads Data Science at Merck Life Science, developing tools like BayBE to optimize R&D through smarter data modeling and open-source innovation. Jacob Oppenheim is a Venture Partner at RAVen and co-founder of Fresnel. With a PhD in Biological Physics, he champions the transition to digital-native biopharma. About The Host Ross Katz is Principal and Data Science Lead at CorrDyn. Ross specializes in building intelligent data systems that empower biotech and healthcare organizations to extract insights and drive innovation. Connect with Our Guest: Sponsor: CorrDyn, a data consultancyConnect with Dave Johnson  on LinkedIn Connect with Wolfgang Halter on LinkedInConnect with Jacob Oppenheim on LinkedIn Connect with Us: Follow the podcast for more insightful discussions on the latest in biotech and data science.Subscribe and leave a review if you enjoyed this episode!Connect with Ross Katz on LinkedIn Sponsored by… This episode is brought to you by CorrDyn, the leader in data-driven solutions for biotech and healthcare. Discover how CorrDyn is helping organizations turn data into breakthroughs at CorrDyn.

    32 phút

  5. 31 THG 7

    How BioRaptor is Modernizing Bioprocessing Workflows

    In this episode of Data in Biotech, Yaron David, CTO and Co-Founder of BioRaptor, joins host Ross Katz to explore how biotech companies can gain a holistic view of bioprocessing through real-time data integration, visualization, and modeling. Learn how BioRaptor’s full-stack platform helps scientists replace clunky spreadsheets with actionable insights—accelerating experiments and optimizing yields. ​​What You'll Learn in This Episode: >> Why Excel is holding back innovation in bioprocessing labs >> How BioRaptor enables holistic bioprocess understanding across experiments >> The role of virtual sensors in enhancing real-time data visibility >> How BioRaptor drives ROI by onboarding customers in weeks, not months >> The difference between operational and optimization AI in biotech Meet Our Guest Yaron David is CTO and Co-Founder of BioRaptor, an AI-powered analytics platform transforming bioprocess data into scientific insights. With an MD and PhD in neuroscience, he blends medical, software, and startup experience to revolutionize data infrastructure for biotech. About The Host Ross Katz is Principal and Data Science Lead at CorrDyn. Ross specializes in building intelligent data systems that empower biotech and healthcare organizations to extract insights and drive innovation. Connect with Our Guest: Sponsor: CorrDyn, a data consultancyFind out more about BioRaptorConnect with Yaron David on LinkedIn  Connect with Us: Follow the podcast for more insightful discussions on the latest in biotech and data science.Subscribe and leave a review if you enjoyed this episode!Connect with Ross Katz on LinkedIn Sponsored by… This episode is brought to you by CorrDyn, the leader in data-driven solutions for biotech and healthcare. Discover how CorrDyn is helping organizations turn data into breakthroughs at CorrDyn.

    50 phút

  6. 11 THG 7

    Modernizing Clinical Data Analysis with Jesse Paquette

    In this episode of Data in Biotech, Jesse Paquette, co-founder and Chief Science Officer of Tag.bio, joins Ross Katz to explore how data mesh architecture and FAIR data principles are transforming clinical and research workflows in life sciences. From harmonizing legacy systems to enabling AI-readiness, Jesse shares how Tag.bio empowers domain experts to make data-driven decisions faster and more effectively. ​​What You'll Learn in This Episode: >> How Tag.bio leverages data mesh and FAIR principles to democratize biomedical data access. >> The challenges biotech firms face with legacy infrastructure and clinical trial data. >> The importance of harmonized, version-controlled data products in AI-driven research. >> Why smaller pharma and life sciences firms benefit most from Tag.bio’s agile platform. Meet Our Guest Jesse Paquette is the co-founder and Chief Science Officer of Tag.bio, where he leads scientific strategy for AI-powered analytics. With over two decades in life sciences, he specializes in building tools that help researchers interpret complex biomedical data independently. About The Host Ross Katz is Principal and Data Science Lead at CorrDyn. Ross specializes in building intelligent data systems that empower biotech and healthcare organizations to extract insights and drive innovation. Connect with Our Guest: Sponsor: CorrDyn, a data consultancyFind out more about Tag.bioConnect with Jesse Parquette on LinkedIn  Connect with Us: Follow the podcast for more insightful discussions on the latest in biotech and data science.Subscribe and leave a review if you enjoyed this episode!Connect with Ross Katz on LinkedIn Sponsored by… This episode is brought to you by CorrDyn, the leader in data-driven solutions for biotech and healthcare. Discover how CorrDyn is helping organizations turn data into breakthroughs at CorrDyn.

    45 phút

  7. 25 THG 6

    Building Scalable Data Platforms for Spatial Biology with Kenny Workman of LatchBio

    In this episode of Data in Biotech, Ross Katz sits down with Kenny Workman, co-founder and CTO of LatchBio, to unpack how biotech’s data infrastructure must evolve to meet the demands of next-gen assays. From scalable workflows to high-performance visualization tools, Kenny breaks down the shift from traditional biotech to a future defined by data-driven research and agile cloud platforms. ​​What You'll Learn in This Episode: Why spatial biology and high-throughput assays require new data infrastructure strategiesHow LatchBio’s five core components streamline molecular data processingThe challenges of selling into biotech vs. solution providers and the strategic pivot LatchBio made to address thisHow large language models are revolutionizing public data curation for biotechsWhy scientific innovation demands better tech adoption across the industry Meet Our Guest Kenny Workman is co-founder and CTO of LatchBio, a company transforming biological data infrastructure. A UC Berkeley alum, Kenny brings deep expertise in bioengineering, machine learning, and cloud systems. He was named to Forbes' 2023 "30 Under 30" list for his contributions to computational biology. About The Host Ross Katz is Principal and Data Science Lead at CorrDyn. Ross specializes in building intelligent data systems that empower biotech and healthcare organizations to extract insights and drive innovation. Connect with Our Guest: Sponsor: CorrDyn, a data consultancyFind out more about Latch BioConnect with Kenny Workman  on LinkedIn  Connect with Us: Follow the podcast for more insightful discussions on the latest in biotech and data science.Subscribe and leave a review if you enjoyed this episode!Connect with Ross Katz on LinkedIn Sponsored by… This episode is brought to you by CorrDyn, the leader in data-driven solutions for biotech and healthcare. Discover how CorrDyn is helping organizations turn data into breakthroughs at CorrDyn.

    55 phút

  8. 11 THG 6

    Solving Chronic Disease with Life Insurance and Data Featuring Jeremy Shane

    Entrepreneur Jeremy Shane joins host Ross Katz to discuss Life for Health, a revolutionary framework aiming to tackle chronic disease through the integration of life insurance, longitudinal data, and preventative care.  From drug discovery feedback loops to outcomes-based pricing, Shane outlines a bold new path for biotech and healthcare convergence. ​​What You'll Learn in This Episode: Why today's healthcare system fails chronic disease patients and how Life for Health aims to fix it.How longitudinal data and life insurance can realign healthcare incentives for better outcomes.The economic logic behind outcomes-based annuity pricing for breakthrough drugs like GLP-1s.What biotech companies gain from a proactive, participant-driven health model.How clinical trials could transform through pre-qualified data-rich populations. Meet Our Guest Jeremy Shane, Venture Partner at NextGen Venture Partners, is a healthcare innovator focused on chronic disease. With leadership experience at HealthCentral, WebMD, and 2U, he now pioneers Life for Health, blending life insurance with preventative care to realign incentives and extend health span. Life for Health, the book, will be released in July 2025.  To learn more about Life For Health or get involved, go to www.lifeforhealth.com About The Host Ross Katz is Principal and Data Science Lead at CorrDyn. Ross specializes in building intelligent data systems that empower biotech and healthcare organizations to extract insights and drive innovation. Connect with Our Guest: Sponsor: CorrDyn, a data consultancyConnect with Jeremy Shane on LinkedIn or on Twitter @jeremylshane Connect with Us: Follow the podcast for more insightful discussions on the latest in biotech and data science.Subscribe and leave a review if you enjoyed this episode! Sponsored by… This episode is brought to you by CorrDyn, the leader in data-driven solutions for biotech and healthcare. Discover how CorrDyn is helping organizations turn data into breakthroughs at CorrDyn.

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Giới Thiệu

Data in Biotech is a fortnightly podcast exploring how companies leverage data to drive innovation in life sciences.  Every two weeks, Ross Katz, Principal and Data Science Lead at CorrDyn, sits down with an expert from the world of biotechnology to understand how they use data science to solve technical challenges, streamline operations, and further innovation in their business.  You can learn more about CorrDyn - an enterprise data specialist that enables excellent companies to make smarter strategic decisions - at www.corrdyn.com

Thông Tin

  • Nhà sáng tạo
    CorrDyn
  • Năm hoạt động
    2023 - 2025
  • Tập
    53
  • Xếp hạng
    Sạch
  • Bản quyền
    © 2023 CorrDyn
  • Trang web chương trình
    Data in Biotech

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