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AI Infra Stories
Almog Baku & Amit BenDor
4 episodes
2 days ago
REAL stories about REAL ML challenges from REAL companies. In each episode, our hosts Almog Baku and Amit BenDor, will bring you a different story of real-world stories deploying ML models to production. We'll learn from ML practitioners about the challenges that companies are facing, how they solve them, and what the future bears for us. --- Discord community - https://discord.gg/JcNRrJ5nqW Twitter - https://twitter.com/ai_infra_live Linkedin - https://linkedin.com/company/ai-infra-stories/ Almog - https://www.linkedin.com/in/almogbaku/ Amit - https://www.linkedin.com/in/amitbendor/
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Technology
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All content for AI Infra Stories is the property of Almog Baku & Amit BenDor and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
REAL stories about REAL ML challenges from REAL companies. In each episode, our hosts Almog Baku and Amit BenDor, will bring you a different story of real-world stories deploying ML models to production. We'll learn from ML practitioners about the challenges that companies are facing, how they solve them, and what the future bears for us. --- Discord community - https://discord.gg/JcNRrJ5nqW Twitter - https://twitter.com/ai_infra_live Linkedin - https://linkedin.com/company/ai-infra-stories/ Almog - https://www.linkedin.com/in/almogbaku/ Amit - https://www.linkedin.com/in/amitbendor/
Show more...
Technology
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Model Commoditization with Patrick Barker(OneMedical)
AI Infra Stories
26 minutes 3 seconds
2 years ago
Model Commoditization with Patrick Barker(OneMedical)

There's nothing better than pre-trained, open-source models! You can use them to solve a variety of common problems, such as image classification, speech-to-text, or even text generation.


But the problem is - they come in different formats and shapes. From native PyTorch and Tensorflow, Hugging face, or Torch lightning, it can take quite some time to set those up for inference, finetuning, or evaluation.


In this episode, we hosted Patrick Barker from One Medical, who shared his unique solution to the problem, how they shaped it, and how this is all connected to Kubernetes.


---

Join our Discord community - https://discord.gg/JcNRrJ5nqW
Discord community - https://discord.gg/JcNRrJ5nqW
Twitter - https://twitter.com/ai_infra_live
Linkedin - https://linkedin.com/company/ai-infra-stories/

Almog - https://www.linkedin.com/in/almogbaku/
Amit - https://www.linkedin.com/in/amitbendor/
Patrick Linkedin - https://www.linkedin.com/in/patrickbarkerco/

AI Infra Stories
REAL stories about REAL ML challenges from REAL companies. In each episode, our hosts Almog Baku and Amit BenDor, will bring you a different story of real-world stories deploying ML models to production. We'll learn from ML practitioners about the challenges that companies are facing, how they solve them, and what the future bears for us. --- Discord community - https://discord.gg/JcNRrJ5nqW Twitter - https://twitter.com/ai_infra_live Linkedin - https://linkedin.com/company/ai-infra-stories/ Almog - https://www.linkedin.com/in/almogbaku/ Amit - https://www.linkedin.com/in/amitbendor/