The American healthcare system is one of the most innovative in the world. But it’s also riddled with complex challenges, such as access to affordable medications, inefficiency and administrative burdens, and communication barriers between providers. There’s clearly a better way—and at Surescripts, we have a unique sightline into what that may be. In this series, host Melanie Marcus, Chief Marketing Officer of Surescripts, sits down with today’s most inspiring and innovative leaders in healt ...
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259: AI is All About Working with Data with Kostas Pardalis of typedef
Manage episode 502714253 series 3264623
Content provided by Rudderstack. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Rudderstack 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.
This week on The Data Stack Show, Eric and John welcome back Kostas Pardalis, long-time co-host of the Data Stack Show and now Co-Founder of typedef. The group discusses the rapid evolution of AI and data infrastructure. The conversation also explores how AI is accelerating industry change, the challenges of integrating large language models (LLMs) into data workflows, and the limitations of current semantic layers. Kostas shares insights on building next-generation query engines, the importance of using familiar engineering paradigms, and the need to make AI seamless and almost invisible in user experiences. Key takeaways include the necessity of practical, incremental innovation, the reality behind AI hype, strategies for making advanced data tools accessible and reliable for engineers and businesses alike, and so much more.
Highlights from this week’s conversation include:
- Kostas’s Background and Career Timeline (1:10)
- Transition from RudderStack to Starburst Data (4:25)
- AI Acceleration and Industry Impact (9:37)
- AI Hype, Investment, and Polarized Reactions (12:05)
- Historical Parallels and Tech Adoption (13:54)
- AI Disrupting Tech Workers and Internal Drama (18:56)
- Experimentation Phase and Future AI Applications (24:01)
- Invisible AI and User Experience (28:21)
- AI in Data Infrastructure and LLMs (34:24)
- SQL, LLMs, and Engineering Solutions (36:35)
- Standardization, Semantic Layers, and Data Modeling (41:01)
- Introduction to typedef (45:49)
- Productionizing AI Workloads with typedef (51:36)
- Familiarity, Reliability, and Engineering Best Practices (57:24)
- Security, Enterprise Concerns, and Open Source Models (1:00:48)
- Final Thoughts and Takeaways (1:01:47)
The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.
RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.
481 episodes
Share
Manage episode 502714253 series 3264623
Content provided by Rudderstack. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Rudderstack 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.
This week on The Data Stack Show, Eric and John welcome back Kostas Pardalis, long-time co-host of the Data Stack Show and now Co-Founder of typedef. The group discusses the rapid evolution of AI and data infrastructure. The conversation also explores how AI is accelerating industry change, the challenges of integrating large language models (LLMs) into data workflows, and the limitations of current semantic layers. Kostas shares insights on building next-generation query engines, the importance of using familiar engineering paradigms, and the need to make AI seamless and almost invisible in user experiences. Key takeaways include the necessity of practical, incremental innovation, the reality behind AI hype, strategies for making advanced data tools accessible and reliable for engineers and businesses alike, and so much more.
Highlights from this week’s conversation include:
- Kostas’s Background and Career Timeline (1:10)
- Transition from RudderStack to Starburst Data (4:25)
- AI Acceleration and Industry Impact (9:37)
- AI Hype, Investment, and Polarized Reactions (12:05)
- Historical Parallels and Tech Adoption (13:54)
- AI Disrupting Tech Workers and Internal Drama (18:56)
- Experimentation Phase and Future AI Applications (24:01)
- Invisible AI and User Experience (28:21)
- AI in Data Infrastructure and LLMs (34:24)
- SQL, LLMs, and Engineering Solutions (36:35)
- Standardization, Semantic Layers, and Data Modeling (41:01)
- Introduction to typedef (45:49)
- Productionizing AI Workloads with typedef (51:36)
- Familiarity, Reliability, and Engineering Best Practices (57:24)
- Security, Enterprise Concerns, and Open Source Models (1:00:48)
- Final Thoughts and Takeaways (1:01:47)
The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.
RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.
481 episodes
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Similar to The Data Stack Show
The American healthcare system is one of the most innovative in the world. But it’s also riddled with complex challenges, such as access to affordable medications, inefficiency and administrative burdens, and communication barriers between providers. There’s clearly a better way—and at Surescripts, we have a unique sightline into what that may be. In this series, host Melanie Marcus, Chief Marketing Officer of Surescripts, sits down with today’s most inspiring and innovative leaders in healt ...
…
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The power of Data is undeniable. And unharnessed - it’s nothing but chaos. Making data your ally. Using it to lead with confidence and clarity. Host Jess Carter is solving problems in real-time to reveal what’s possible. Helping communities and people thrive. This is Data Driven Leadership, a show brought to you by Resultant.
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continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
continue reading
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Developer Tea exists to help driven developers connect to their ultimate purpose and excel at their work so that they can positively impact the people they influence. With over 17 million downloads to date, Developer Tea is a short podcast hosted by Jonathan Cutrell, engineering leader with over 15 years of industry experience. We hope you'll take the topics from this podcast and continue the conversation, either online or in person with your peers. Email: [email protected]
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