When you hear the words Alzheimer's disease, what do you think of? The truth is, the picture most of us have of the disease is incomplete. Alzheimer's disease doesn't start when someone starts to lose their memory. It actually starts years – sometimes decades – earlier. The Rethinking Alzheimer's Disease Podcast is an engaging, narrative-style podcast miniseries for those curious or motivated to learn about Alzheimer’s disease. Perhaps you have a family member with Alzheimer’s disease, or ca ...
…
continue reading
Content provided by David Brühlmann - CMC Development Leader, Biotech C-level Advisor, Business Strategist, David Brühlmann - CMC Development Leader, Biotech C-level Advisor, and Business Strategist. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by David Brühlmann - CMC Development Leader, Biotech C-level Advisor, Business Strategist, David Brühlmann - CMC Development Leader, Biotech C-level Advisor, and Business Strategist or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
Similar to Smart Biotech Scientist | Master Bioprocess CMC Development, Biologics Manufacturing & Scale-up, Cell Culture Innovation
A myriad of AI, science, and technology experts explore the real challenges and enormous opportunities facing entrepreneurs who are building the future of health. Raising Health, a podcast by a16z Bio + Health, dives deep into the heart of biotechnology and healthcare innovation. Join veteran company builders, operators, and investors Vineeta Agarwala, Julie Yoo, and Jorge Conde, along with distinguished guests like Mark Cuban, Greg Verdine, Fei-Fei Li, and Suchi Saria, as they explore the i ...
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continue reading
How many organs could you donate and remain alive? How many planet Earths could fit inside the Sun? How high is a giraffe's blood pressure? Why is the sea blue? To find out, Ask The Naked Scientists!
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continue reading
Going Wild with Dr. Rae Wynn Grant is a different kind of nature show about the human drama of saving animals. From a paleoanthropologist who hunts fossils in conflict zones to someone who helped save an endangered species while in prison, in season four we will hear from real-life heroes and nature advocates with widely different expertise and life experiences that led them to be champions for the natural world. Wildlife biologist and host Dr. Rae Wynn-Grant has been studying wild animals i ...
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continue reading
Best Business Podcast (Gold), British Podcast Awards 2023 How do you build a fully electric motorcycle with no compromises on performance? How can we truly experience what the virtual world feels like? What does it take to design the first commercially available flying car? And how do you build a lightsaber? These are some of the questions this podcast answers as we share the moments where digital transforms physical, and meet the brilliant minds behind some of the most innovative products a ...
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Smart Biotech Scientist | Master Bioprocess CMC Development, Biologics Manufacturing & Scale-up, Cell Culture Innovation
»
216: From Data Silos to Autonomous Biomanufacturing: Digital Twins and AI-Driven Scale-Up with Ilya Burkov - Part 2
Manage episode 524824264 series 3525243
Content provided by David Brühlmann - CMC Development Leader, Biotech C-level Advisor, Business Strategist, David Brühlmann - CMC Development Leader, Biotech C-level Advisor, and Business Strategist. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by David Brühlmann - CMC Development Leader, Biotech C-level Advisor, Business Strategist, David Brühlmann - CMC Development Leader, Biotech C-level Advisor, and Business Strategist or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
Biomanufacturing has always dealt with the challenge of turning vast, complex datasets and intricate production steps into life-changing therapies. But when batch records multiply and process deviations loom, how do biotech teams make sense of it all? In this episode, we move beyond theory to the nuts and bolts of how AI - when thoughtfully deployed - can turn bioprocessing chaos into actionable intelligence, paving the way for the factory of the future.
Our guest, Ilya Burkov, Global Head of Healthcare and Life Sciences Growth at Nebius AI, doesn’t just talk about data wrangling and algorithms—he’s spent years building tools and strategies to help scientists organize, contextualize, and leverage real-world datasets. Having worked across tech innovation and pharmaceuticals, Ilya Burkov bridges cutting-edge computation with the practical realities of CMC development and manufacturing, making him a trusted voice on how bioprocessing is rapidly changing.
Highlights from the episode:
- Advice for biotech scientists on learning from innovations in other industries (00:02:21)
- Tackling the complexities of organizing huge and often unstructured datasets in bioprocessing (03:08)
- Techniques and tools to structure, label, and prepare data for AI—including Nebius’s in-house tool, Tracto AI (06:24)
- Strategies for startups and small teams—how to begin implementing AI and what areas of bioprocessing to focus on first (10:12)
- The vision for the “factory of the future”: AI-driven, interconnected, and self-learning manufacturing environments (08:11)
- Navigating the decision between on-premise and cloud computing for scalable, cost-effective AI workloads (12:32)
- The importance of partnership between scientists and AI, emphasizing collaboration and data-driven decisions (00:15:47)
Wondering how to kick off your own AI-enabled bioprocessing project, or what to insource versus outsource as you scale? This episode gives you a grounded starting point—minus the buzzwords and empty promises.
Connect with Ilya Burkov:
LinkedIn: www.linkedin.com/in/ilyaburkov
Contact email: [email protected]
Nebius: www.nebius.com
If this topic grabbed you, you'll love these related episodes focusing on advanced modeling, continuous manufacturing, and Digital Twins
- Episodes 213 - 214: From Developability to Formulation: How In Silico Methods Predict Stability Issues Before the Lab with Giuseppe Licari
- Episodes 85 - 86: Bioprocess 4.0: Integrated Continuous Biomanufacturing with Massimo Morbidelli
- Episodes 05 - 06: Hybrid Modeling: The Key to Smarter Bioprocessing with Michael Sokolov
- Episode 153 - 154: The Future of Bioprocessing: Industry 4.0, Digital Twins, and Continuous Manufacturing Strategies with Tiago Matos
- Episodes 173 - 174: Mastering Hybrid Model Digital Twins: From Lab Scale to Commercial Bioprocessing with Krist Gernaey
Next step:
Need fast CMC guidance? → Get rapid CMC decision support here
217 episodes
Share
Manage episode 524824264 series 3525243
Content provided by David Brühlmann - CMC Development Leader, Biotech C-level Advisor, Business Strategist, David Brühlmann - CMC Development Leader, Biotech C-level Advisor, and Business Strategist. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by David Brühlmann - CMC Development Leader, Biotech C-level Advisor, Business Strategist, David Brühlmann - CMC Development Leader, Biotech C-level Advisor, and Business Strategist or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
Biomanufacturing has always dealt with the challenge of turning vast, complex datasets and intricate production steps into life-changing therapies. But when batch records multiply and process deviations loom, how do biotech teams make sense of it all? In this episode, we move beyond theory to the nuts and bolts of how AI - when thoughtfully deployed - can turn bioprocessing chaos into actionable intelligence, paving the way for the factory of the future.
Our guest, Ilya Burkov, Global Head of Healthcare and Life Sciences Growth at Nebius AI, doesn’t just talk about data wrangling and algorithms—he’s spent years building tools and strategies to help scientists organize, contextualize, and leverage real-world datasets. Having worked across tech innovation and pharmaceuticals, Ilya Burkov bridges cutting-edge computation with the practical realities of CMC development and manufacturing, making him a trusted voice on how bioprocessing is rapidly changing.
Highlights from the episode:
- Advice for biotech scientists on learning from innovations in other industries (00:02:21)
- Tackling the complexities of organizing huge and often unstructured datasets in bioprocessing (03:08)
- Techniques and tools to structure, label, and prepare data for AI—including Nebius’s in-house tool, Tracto AI (06:24)
- Strategies for startups and small teams—how to begin implementing AI and what areas of bioprocessing to focus on first (10:12)
- The vision for the “factory of the future”: AI-driven, interconnected, and self-learning manufacturing environments (08:11)
- Navigating the decision between on-premise and cloud computing for scalable, cost-effective AI workloads (12:32)
- The importance of partnership between scientists and AI, emphasizing collaboration and data-driven decisions (00:15:47)
Wondering how to kick off your own AI-enabled bioprocessing project, or what to insource versus outsource as you scale? This episode gives you a grounded starting point—minus the buzzwords and empty promises.
Connect with Ilya Burkov:
LinkedIn: www.linkedin.com/in/ilyaburkov
Contact email: [email protected]
Nebius: www.nebius.com
If this topic grabbed you, you'll love these related episodes focusing on advanced modeling, continuous manufacturing, and Digital Twins
- Episodes 213 - 214: From Developability to Formulation: How In Silico Methods Predict Stability Issues Before the Lab with Giuseppe Licari
- Episodes 85 - 86: Bioprocess 4.0: Integrated Continuous Biomanufacturing with Massimo Morbidelli
- Episodes 05 - 06: Hybrid Modeling: The Key to Smarter Bioprocessing with Michael Sokolov
- Episode 153 - 154: The Future of Bioprocessing: Industry 4.0, Digital Twins, and Continuous Manufacturing Strategies with Tiago Matos
- Episodes 173 - 174: Mastering Hybrid Model Digital Twins: From Lab Scale to Commercial Bioprocessing with Krist Gernaey
Next step:
Need fast CMC guidance? → Get rapid CMC decision support here
217 episodes
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Similar to Smart Biotech Scientist | Master Bioprocess CMC Development, Biologics Manufacturing & Scale-up, Cell Culture Innovation
When you hear the words Alzheimer's disease, what do you think of? The truth is, the picture most of us have of the disease is incomplete. Alzheimer's disease doesn't start when someone starts to lose their memory. It actually starts years – sometimes decades – earlier. The Rethinking Alzheimer's Disease Podcast is an engaging, narrative-style podcast miniseries for those curious or motivated to learn about Alzheimer’s disease. Perhaps you have a family member with Alzheimer’s disease, or ca ...
…
continue reading
A myriad of AI, science, and technology experts explore the real challenges and enormous opportunities facing entrepreneurs who are building the future of health. Raising Health, a podcast by a16z Bio + Health, dives deep into the heart of biotechnology and healthcare innovation. Join veteran company builders, operators, and investors Vineeta Agarwala, Julie Yoo, and Jorge Conde, along with distinguished guests like Mark Cuban, Greg Verdine, Fei-Fei Li, and Suchi Saria, as they explore the i ...
…
continue reading
How many organs could you donate and remain alive? How many planet Earths could fit inside the Sun? How high is a giraffe's blood pressure? Why is the sea blue? To find out, Ask The Naked Scientists!
…
continue reading
Going Wild with Dr. Rae Wynn Grant is a different kind of nature show about the human drama of saving animals. From a paleoanthropologist who hunts fossils in conflict zones to someone who helped save an endangered species while in prison, in season four we will hear from real-life heroes and nature advocates with widely different expertise and life experiences that led them to be champions for the natural world. Wildlife biologist and host Dr. Rae Wynn-Grant has been studying wild animals i ...
…
continue reading
Best Business Podcast (Gold), British Podcast Awards 2023 How do you build a fully electric motorcycle with no compromises on performance? How can we truly experience what the virtual world feels like? What does it take to design the first commercially available flying car? And how do you build a lightsaber? These are some of the questions this podcast answers as we share the moments where digital transforms physical, and meet the brilliant minds behind some of the most innovative products a ...
…
continue reading
We take a critter’s eye view to explore how animal behavior parallels humans. Join comedians and science-lovers as we get inside the minds of animals
…
continue reading
The surprising connections in science and technology that give you the Big Picture. Astronomer Seth Shostak and science journalist Molly Bentley are joined each week by leading researchers, techies, and journalists to provide a smart and humorous take on science. Our regular "Skeptic Check" episodes cast a critical eye on pseudoscience.
…
continue reading
All In The Mind is ABC RN's weekly podcast looking into the mental universe, the mind, brain and behaviour — everything from addiction to artificial intelligence.
…
continue reading
Unexplainable takes listeners right up to the edge of what we know…and then keeps on going. The Unexplainable team — Noam Hassenfeld, Julia Longoria, Byrd Pinkerton, and Meradith Hoddinott — tackles scientific mysteries, unanswered questions, and everything we learn diving into the unknown. New episodes Mondays and Wednesdays. From Vox and the Vox Media Podcast Network.
…
continue reading
Flash Forward is a show about possible (and not so possible) future scenarios. What would the warranty on a sex robot look like? How would diplomacy work if we couldn’t lie? Could there ever be a fecal transplant black market? (Complicated, it wouldn’t, and yes, respectively, in case you’re curious.) Hosted and produced by award winning science journalist Rose Eveleth, each episode combines audio drama and journalism to go deep on potential tomorrows, and uncovers what those futures might re ...
…
continue reading
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