Smart Biotech Scientist | Master Bioprocess CMC Development, Biologics Manufacturing & Scale-up, Cell Culture Innovation
The Go-to Podcast for Biotech Scientists Who Want to Master Biopharma CMC Development and Biomanufacturing.
**TOP 10 LIFE SCIENCES PODCAST**
Are you ready to simplify bioprocess development and scale with confidence to reduce time to market?
Are you feeling overwhelmed by the complexity and guesswork of biologics development and biomanufacturing?
Do you wish you had more time to enjoy the beauty of science, without worrying about failing your cell culture process development and commercialization?
There's a way to simplify and streamline so you can remove complexity, skip trials and errors, deliver your groundbreaking therapy to clinics and market without delay, and still enjoy every single step.
I'm David Brühlmann, a biotech entrepreneur and strategic advisor who partners with C-level biopharma leaders to tackle one of our industry's biggest challenges: reducing manufacturing costs to make lifesaving therapies accessible to more patients worldwide.
Through engaging conversations with industry pioneers and practical insights from the trenches, this podcast tackles the critical challenges in bioprocess CMC development and manufacturing of recombinant proteins and cell and gene therapy products. We cut through the complexity so you can:
- Master bioprocess development with confidence and clarity
- Excel at scale-up and manufacturing of biologics
- Transform your innovative therapy and manufacturing technology into market-ready solutions faster
- Optimize manufacturing costs without compromising quality
- Make data-driven decisions that reduce the risk of failure
I can’t wait to help you do biotech the smart way.
Grab a cup of coffee and your favorite notebook and pen. Now is the time to take your bioprocessing game to the next level.
Ready to transform your biomanufacturing journey? Let's dive in!
Next Steps:
Book a free call to reduce biomanufacturing costs and make lifesaving therapies more accessible: https://bruehlmann-consulting.com/call
🧬 Ready to accelerate your IND timeline? Get the proven CMC Dashboard that's guided successful mAb programs from chaos to submission: https://stan.store/SmartBiotech/p/cmc-dashboard-for-biotech-founders
Accelerate biologics development with expert guidance: https://bruehlmann-consulting.com
Visit the Website: https://smartbiotechscientist.com
Email us: hello@bruehlmann-consulting.com
Smart Biotech Scientist | Master Bioprocess CMC Development, Biologics Manufacturing & Scale-up, Cell Culture Innovation
173: Mastering Hybrid Model Digital Twins: From Lab Scale to Commercial Bioprocessing with Krist Gernaey - Part 1
Are you struggling to bridge the gap between lab-scale models and commercial bioprocessing reality? For many biotech innovators, the promise of digital twins meets harsh industrial constraints - where hybrid models that excel in controlled lab environments must prove themselves in the complexity of large-scale manufacturing.
This week on the Smart Biotech Scientist Podcast, host David Brühlmann welcomes Krist Gernaey, Professor of Industrial Fermentation Technology at the Technical University of Denmark. With expertise spanning measurement technology development and two decades pioneering hybrid model digital twins for bioprocess applications, Krist reveals the critical gap between digitalization hype and industrial implementation reality.
Here are three key reasons this episode will level up your hybrid modelling and digital twin approaches.
- From Data Overload to Intelligent Control: Raw sensor data means nothing without the right models to interpret it. Krist demonstrates how hybrid model digital twins convert complex bioprocess measurements into actionable control strategies - showing why sophisticated algorithms need simple, robust sensors to succeed at commercial scale.
- From Individual Genius to Team Implementation: The most elegant digital twin fails without operator buy-in. Krist shares why successful commercial bioprocessing depends on bridging academic innovation with frontline manufacturing expertise - revealing the human factors that make or break advanced modeling initiatives.
- From Lab Perfection to Commercial Pragmatism: Discover why the most promising hybrid modeling approaches must balance mechanistic understanding with data-driven adaptation. Krist provides a reality check on electrochemical sensors, validation challenges, and the strategic decisions that determine whether digital twins deliver commercial value or remain expensive experiments.
Ready to master the art of scaling hybrid model digital twins from promising lab tools to commercial bioprocessing game-changers? Tune in to discover Krist Gernaey's battle-tested strategies for navigating the complex journey from academic innovation to industrial impact.
Connect with Krist Gernaey:
LinkedIn: www.linkedin.com/in/krist-gernaey-591748
Website: www.orbit.dtu.dk/en/persons/krist-v-gernaey
If you’re intrigued by the evolving frontier of bioprocessing, don’t miss these enlightening episodes:
- Episodes 85-86: Bioprocess 4.0: Integrated Continuous Biomanufacturing with Massimo Morbidelli
- Episodes 153-154: The Future of Bioprocessing: Industry 4.0, Digital Twins, and Continuous Manufacturing Strategies with Tiago Matos
- Episodes 05-06: Hybrid Modeling: The Key to Smarter Bioprocessing with Michael Sokolov
Next step:
Book a free consultation to help you get started on any questions you may have about bioprocessing analytics: https://bruehlmann-consulting.com/call
Develop bioprocessing technologies better, faster, at a fraction of the cost with our 1:1 Strategy Call: The quickest and easiest way to excel biotech technology development. Book your call at https://stan.store/SmartBiotech