AI Engineering Podcast

AI Engineering Podcast



This show is your guidebook to building scalable and maintainable AI systems. You will learn how to architect AI applications, apply AI to your work, and the considerations involved in building or customizing new models. Everything that you need to know to deliver real impact and value with machine learning and artificial intelligence.

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68 Episodes

Proactive Monitoring in Heavy Industry: The Role of AI and Human Curiosity - E57

Summary In this episode of the AI Engineering Podcast Dr. Tara Javidi, CTO of KavAI, talks about developing AI systems for proactive monitoring in heavy industry. Dr. Javidi shares her background in mathematics and information theory, influenced by Claude Shannon's work, and discusses her approach to curiosity-driven AI that mimics human curiosity…

Summary In this episode of the AI Engineering Podcast Dr. Tara Javidi, CTO of KavAI, talks about…

23 August 2025 | 00:40:57


Navigating the AI Landscape: Challenges and Innovations in Retail - E56

Summary In this episode of the AI Engineering Podcast machine learning engineer Shashank Kapadia explores the transformative role of generative AI in retail. Shashank shares his journey from an engineering background to becoming a key player in ML, highlighting the excitement of understanding human behavior at scale through AI. He discusses the…

Summary In this episode of the AI Engineering Podcast machine learning engineer Shashank Kapadia…

07 August 2025 | 00:52:09


The Anti-CRM CRM: How Spiro Uses AI to Transform Sales - E55

Summary In this episode of the AI Engineering podcast Adam Honig, founder of Spiro AI, about using AI to automate CRM systems, particularly in the manufacturing sector. Adam shares his journey from running a consulting company focused on Salesforce to founding Spiro, and discusses the challenges of traditional CRM systems where data entry is often…

Summary In this episode of the AI Engineering podcast Adam Honig, founder of Spiro AI, about using…

21 July 2025 | 00:46:48


Unlocking AI Potential with AMD's ROCm Stack - E54

Summary In this episode of the AI Engineering podcast Anush Elangovan, VP of AI software at AMD, discusses the strategic integration of software and hardware at AMD. He emphasizes the open-source nature of their software, fostering innovation and collaboration in the AI ecosystem, and highlights AMD's performance and capability advantages over…

Summary In this episode of the AI Engineering podcast Anush Elangovan, VP of AI software at AMD,…

23 June 2025 | 00:42:18


Applying AI To The Construction Industry At Buildots - E53

Summary In this episode of the Machine Learning Podcast Ori Silberberg, VP of Engineering at Buildots, talks about transforming the construction industry with AI. Ori shares how Buildots uses computer vision and AI to optimize construction projects by providing real-time feedback, reducing delays, and improving efficiency. Learn about the…

Summary In this episode of the Machine Learning Podcast Ori Silberberg, VP of Engineering at…

14 June 2025 | 00:49:29


The Future of AI Systems: Open Models and Infrastructure Challenges - E52

Summary In this episode of the AI Engineering Podcast Jamie De Guerre, founding SVP of product at Together.ai, explores the role of open models in the AI economy. As a veteran of the AI industry, including his time leading product marketing for AI and machine learning at Apple, Jamie shares insights on the challenges and opportunities of operating…

Summary In this episode of the AI Engineering Podcast Jamie De Guerre, founding SVP of product at…

01 June 2025 | 00:51:01


The Rise of Agentic AI: Transforming Business Operations - E51

Summary In this episode of the AI Engineering Podcast, host Tobias Macey sits down with Ben Wilde, Head of Innovation at Georgian, to explore the transformative impact of agentic AI on business operations and the SaaS industry. From his early days working with vintage AI systems to his current focus on product strategy and innovation in AI, Ben…

Summary In this episode of the AI Engineering Podcast, host Tobias Macey sits down with Ben Wilde,…

21 May 2025 | 01:01:57


Protecting AI Systems: Understanding Vulnerabilities and Attack Surfaces - E50

Summary In this episode of the AI Engineering Podcast Kasimir Schulz, Director of Security Research at HiddenLayer, talks about the complexities and security challenges in AI and machine learning models. Kasimir explains the concept of shadow genes and shadow logic, which involve identifying common subgraphs within neural networks to understand…

Summary In this episode of the AI Engineering Podcast Kasimir Schulz, Director of Security Research…

03 May 2025 | 00:51:49


Understanding The Operational And Organizational Challenges Of Agentic AI - E49

Summary In this episode of the AI Engineering podcast Julian LaNeve, CTO of Astronomer, talks about transitioning from simple LLM applications to more complex agentic AI systems. Julian shares insights into the challenges and considerations of this evolution, emphasizing the importance of starting with simpler applications to build operational…

Summary In this episode of the AI Engineering podcast Julian LaNeve, CTO of Astronomer, talks about…

21 April 2025 | 01:12:16


The Power of Community in AI Development with Oumi - E48

Summary In this episode of the AI Engineering Podcast Emmanouil (Manos) Koukoumidis, CEO of Oumi, about his vision for an open platform for building, evaluating, and deploying AI foundation models. Manos shares his journey from working on natural language AI services at Google Cloud to founding Oumi with a mission to advance open-source AI,…

Summary In this episode of the AI Engineering Podcast Emmanouil (Manos) Koukoumidis, CEO of Oumi,…

16 March 2025 | 00:56:12