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Democratizing Drug Development Through AI-Native Platforms with Ilya Burkov

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Manage episode 502713723 series 3526489
Content provided by Sam Parnell & Ivanna Rosendal, Sam Parnell, and Ivanna Rosendal. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Sam Parnell & Ivanna Rosendal, Sam Parnell, and Ivanna Rosendal 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.

Send us a text

Cloud computing is transforming biotech by offering purpose-built infrastructure that supports AI-driven drug discovery and development while meeting strict regulatory requirements. Dr. Ilya Burkov explains how Nebius provides full-stack solutions that democratize access to powerful technology, enabling researchers to achieve breakthroughs that previously required generations.
• Cloud computing market was built for general purpose workloads but biotech needs specialized infrastructure for sensitive data and AI models
• GPUs enable parallel processing that accelerates AI applications—like "a whole classroom solving math problems at once" versus CPUs solving one at a time
• Applications include drug discovery, genomics, protein structure modeling, quantum chemistry, and single-cell modeling for cancer treatment
• Nebius provides full-stack solutions with hardware and software layers, working with NVIDIA to offer specialized packages
• Democratizing access to AI infrastructure is leveling the playing field between small biotechs and large pharmaceutical companies
• Scientists can now accomplish in their lifetime what previously would have taken multiple generations of researchers
• Breaking down silos between data teams and institutions is crucial for accelerating healthcare innovation
Support the show

________
Reach out to Ivanna Rosendal
Join the conversation on our LinkedIn page

  continue reading

Chapters

1. Introduction to AI-powered Cloud Infrastructure (00:00:00)

2. Cloud Computing Needs in Biotech (00:02:07)

3. Understanding GPUs and their Applications (00:04:09)

4. Compliance and Data Security (00:06:41)

5. Democratizing Access to AI-driven Science (00:10:20)

6. Breaking Down Silos in Healthcare (00:16:09)

84 episodes

Artwork
iconShare
 
Manage episode 502713723 series 3526489
Content provided by Sam Parnell & Ivanna Rosendal, Sam Parnell, and Ivanna Rosendal. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Sam Parnell & Ivanna Rosendal, Sam Parnell, and Ivanna Rosendal 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.

Send us a text

Cloud computing is transforming biotech by offering purpose-built infrastructure that supports AI-driven drug discovery and development while meeting strict regulatory requirements. Dr. Ilya Burkov explains how Nebius provides full-stack solutions that democratize access to powerful technology, enabling researchers to achieve breakthroughs that previously required generations.
• Cloud computing market was built for general purpose workloads but biotech needs specialized infrastructure for sensitive data and AI models
• GPUs enable parallel processing that accelerates AI applications—like "a whole classroom solving math problems at once" versus CPUs solving one at a time
• Applications include drug discovery, genomics, protein structure modeling, quantum chemistry, and single-cell modeling for cancer treatment
• Nebius provides full-stack solutions with hardware and software layers, working with NVIDIA to offer specialized packages
• Democratizing access to AI infrastructure is leveling the playing field between small biotechs and large pharmaceutical companies
• Scientists can now accomplish in their lifetime what previously would have taken multiple generations of researchers
• Breaking down silos between data teams and institutions is crucial for accelerating healthcare innovation
Support the show

________
Reach out to Ivanna Rosendal
Join the conversation on our LinkedIn page

  continue reading

Chapters

1. Introduction to AI-powered Cloud Infrastructure (00:00:00)

2. Cloud Computing Needs in Biotech (00:02:07)

3. Understanding GPUs and their Applications (00:04:09)

4. Compliance and Data Security (00:06:41)

5. Democratizing Access to AI-driven Science (00:10:20)

6. Breaking Down Silos in Healthcare (00:16:09)

84 episodes

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