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Fireside AI
Catherine Breslin
7 episodes
3 months ago
AI is transforming our world - in science, healthcare, finance, and beyond. With rapid advancements in large language models, automation, and machine learning, companies are racing to build smarter, more efficient systems that shape the future. But how do you go from an AI idea to a scalable, impactful solution? Building and scaling AI isn’t just about the technology. It’s also about making the right strategic decisions. AI founders need to consider everything from data quality and model performance to regulation, ethical concerns, and the infrastructure that’s needed to support large-scale deployment. Funding, hiring, and go-to-market strategies are just as critical as the algorithms themselves. In each episode, we’ll bring you insights from AI founders, engineers and leaders who are building the next generation of technology companies. Whether you’re an entrepreneur, developer, or just fascinated by the future of AI, this podcast will bring you expert knowledge, industry trends, and practical strategies to turn AI ideas into reality. Check out the newsletter https://aixinsights.substack.com/
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Technology
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All content for Fireside AI is the property of Catherine Breslin 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.
AI is transforming our world - in science, healthcare, finance, and beyond. With rapid advancements in large language models, automation, and machine learning, companies are racing to build smarter, more efficient systems that shape the future. But how do you go from an AI idea to a scalable, impactful solution? Building and scaling AI isn’t just about the technology. It’s also about making the right strategic decisions. AI founders need to consider everything from data quality and model performance to regulation, ethical concerns, and the infrastructure that’s needed to support large-scale deployment. Funding, hiring, and go-to-market strategies are just as critical as the algorithms themselves. In each episode, we’ll bring you insights from AI founders, engineers and leaders who are building the next generation of technology companies. Whether you’re an entrepreneur, developer, or just fascinated by the future of AI, this podcast will bring you expert knowledge, industry trends, and practical strategies to turn AI ideas into reality. Check out the newsletter https://aixinsights.substack.com/
Show more...
Technology
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ML Platform teams with Prassanna Ravishankar from Papercup
Fireside AI
23 minutes
8 months ago
ML Platform teams with Prassanna Ravishankar from Papercup

Find Prass on LinkedIn, and find his Feed Forward podcast on Spotify & YouTube. 

In this first episode, I talk with Prassanna Ravishankar from Papercup. Prass started his career as a computer vision researcher, before moving into Engineering & MLOps. He now leads the ML platform initiative at Papercup, which is a London-based startup providing AI dubbing solutions. 

We cover 

  • Prass' view of platforms and MLOps
  • Skills an ML Platform team needs
  • Keeping up with the fast-paced world of AI and MLOps
  • Engaging stakeholders in platform development
  • The impact that a platform team can have on an AI business
  • When startups should think about investing in dedicated MLOps capability
  • Lessons learned in the journey building Papercup's ML Platform
Fireside AI
AI is transforming our world - in science, healthcare, finance, and beyond. With rapid advancements in large language models, automation, and machine learning, companies are racing to build smarter, more efficient systems that shape the future. But how do you go from an AI idea to a scalable, impactful solution? Building and scaling AI isn’t just about the technology. It’s also about making the right strategic decisions. AI founders need to consider everything from data quality and model performance to regulation, ethical concerns, and the infrastructure that’s needed to support large-scale deployment. Funding, hiring, and go-to-market strategies are just as critical as the algorithms themselves. In each episode, we’ll bring you insights from AI founders, engineers and leaders who are building the next generation of technology companies. Whether you’re an entrepreneur, developer, or just fascinated by the future of AI, this podcast will bring you expert knowledge, industry trends, and practical strategies to turn AI ideas into reality. Check out the newsletter https://aixinsights.substack.com/