Data in Biotech

CorrDyn
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Dec 6, 2023 • 29min

Machine Learning and Quality Control in Biotech Manufacturing with James Winegar

Data in Biotech is a fortnightly podcast exploring how companies leverage data innovation in life sciences. This week, we’re delighted to be joined by James Winegar, CEO of CorrDyn, a data-driven technology consultancy that helps some of the largest biotechnology manufacturers in the US make smarter strategic decisions by unlocking the value of their data. In this conversation, James and Ross discuss the application of machine learning in biotech manufacturing quality control, their work in providing a custom oligo manufacturer with a data analysis system to track whether certain manufacturing events are anomalous or part of regular operations, and how trust issues between internal teams can lead to conflict, misunderstandings, and ultimately failure to deliver ROI.  --- CorrDyn is the proud producer of Data in Biotech. --- If you’re a biotech company struggling to unlock a data challenge, CorrDyn can help. Whether you need to supplement existing technology teams with specialist expertise or launch a data program that lays the groundwork for future internal hires, you can partner with Corrdyn to unlock the potential of your business data - today.  Visit connect.corrdyn.com/biotech to learn more.
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Nov 22, 2023 • 42min

Solving Reproducibility Challenges in Biotech with Harry Rickerby

Harry Rickerby, Co-founder of Briefly Bio, discusses using large language models to streamline experimental design in life sciences. The podcast covers improving collaboration and reproducibility in biotech, the importance of metadata and structured data, and integrating LLMs in experimental design. Learn more about the platform and resources through their website and social media.
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Nov 8, 2023 • 43min

Jesse Johnson on Bridging the Data Gap in Biotech Startups

Jesse Johnson, Founder of Merelogic, discusses the challenges of bridging the gap between biologists and data scientists in biotech startups. They explore the potential for automation and AI in biotech research. They also discuss the cultural components and stakeholder groups in biotech organizations and the importance of collaboration between data teams and scientists. The chapter 'Foam for Data Apps in Biotech' explores the potential of a low code app development framework in the biotech industry.
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Oct 25, 2023 • 45min

Tommy Tang on Building a Dry Lab Team, Selecting the Right Tools, and When to Use ML in Bioinformatics

Data in Biotech is a fortnightly podcast exploring how companies leverage data to drive innovation in life sciences.  This week, we're delighted to be joined by Tommy Tang, Director of Computational Biology at Immunitas Therapeutics - an immuno-oncology therapeutics company advancing multiple programs to the clinic. Host Ross Katz speaks with Ming “Tommy” Tang about the scalability of the cloud and its impact on improving biotech data, Keeping data in-house vs. big data warehouses (and the messiness of public data), where ML should best play in computational biology and so much more.  --- If you’re a biotech company struggling to unlock a data challenge, CorrDyn can help. Whether you need to supplement existing technology teams with specialist expertise or launch a data program that lays the groundwork for future internal hires, you can partner with Corrdyn to unlock the potential of your business data - today.  Visit connect.corrdyn.com/biotech to learn more.
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Oct 11, 2023 • 37min

The Future of Clinical Trials: How Data, AI and ML Will Improve Healthcare with Miguel Cacho Soblechero

Data in Biotech is a fortnightly podcast exploring how companies leverage data to drive innovation in life sciences.  This week, we're delighted to be joined by Miguel Cacho Soblechero, Ph.D., a senior data scientist at Prolaio - a biotech company that integrates clinical research and data science to improve research, access and outcomes for people with heart conditions. Host Ross Katz speaks with Miguel on the lessons learned transitioning from a Ph.D. into the data science industry of biotechnology, the problems with the current state of data in clinical trials, and the massive opportunity to improve clinical trials with data, AI, machine learning to sift through electronic health records, and how wearable technology is the future for better patient engagement.  --- If you’re a biotech company struggling to unlock a data challenge, CorrDyn can help. Whether you need to supplement existing technology teams with specialist expertise or launch a data program that lays the groundwork for future internal hires, you can partner with Corrdyn to unlock the potential of your business data - today.  Visit connect.corrdyn.com/biotech to learn more.
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Sep 26, 2023 • 44min

Data Science and Diagnostic Models - the What, Why and How with Michelle Wiest

This week, we're delighted to be joined by Michelle Wiest, Director of IVD Biostatistics at Freenome - a high-growth biotech company that creates tools to help prevent, detect, and treat disease. Host Ross Katz speaks with Michelle on the use of biostatistics in the field of diagnostics, what biases can corrupt diagnostic tests and how to catch them early, the different types of data sets that are being used to develop diagnostic models and how to prepare to present data to regulatory bodies such as the FDA. --- If you’re a biotech company struggling to transform your business with data, CorrDyn can help. Whether you need to supplement existing technology teams with specialist expertise or launch a data program that lays the groundwork for future internal hires, you can partner with Corrdyn to unlock the potential of your business data - today.  Visit connect.corrdyn.com/biotech to learn more.  --- Data in Biotech is a fortnightly podcast exploring how companies leverage data to drive innovation in life sciences. 
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Sep 26, 2023 • 41min

Markus Gershater on Why Experimental Design in Biotech is Broken and How to Fix It

Markus Gershater, Chief Scientific Officer and CoFounder of Synthace, discusses the broken aspects of biotech experimental design, the need for multidisciplinarity, challenges and potential of working with biology, and how Synthace's digital experiment platform enhances efficiency. He also emphasizes the importance of capturing metadata, the role of AI in experimental design, and the significance of combining AI with human intelligence.
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Sep 26, 2023 • 39min

Fighting Cancer with Data Science and CAR-T Therapies with Pradeep Ravindra

This week we’re excited to be joined by Pradeep Ravindra, Associate Director, Data Analytics, Manufacturing from Lyell Immunopharma. He shares his story on transitioning from military intelligence to life sciences analytics, the role of data analytics in manufacturing and delivering CAR-T therapies, and how to foster a culture of data-driven decision-making and collaboration within a biotech organization. --- If you’re a biotech company struggling to transform your business with data, CorrDyn can help. Whether you need to supplement existing technology teams with specialist expertise or launch a data program that lays the groundwork for future internal hires, you can partner with Corrdyn to unlock the potential of your business data - today.  Visit connect.corrdyn.com/biotech to learn more.  --- Data in Biotech is a fortnightly podcast exploring how companies leverage data to drive innovation in life sciences. 
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Sep 25, 2023 • 49sec

Welcome to Data in Biotech - a CorrDyn Podcast

Welcome to Data in Biotech, a podcast from CorrDyn where we explore how companies leverage data to drive innovation in life sciences.  In each episode, our host Ross Katz, 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 life sciences.

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