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#383 Building the Operating System for AI: Rob Futrick on Anaconda’s Role in the AI Revolution

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Manage episode 438127264 series 3506362
Kandungan disediakan oleh Mehmet Gonullu. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Mehmet Gonullu atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.

In this episode of The CTO Show with Mehmet, we are joined by Rob Futrick, the CTO of Anaconda, for an in-depth discussion on how Anaconda is positioning itself at the forefront of the AI revolution. Rob shares his impressive journey in the tech industry, from his first startup over 25 years ago to his time at Microsoft, where he led product teams for high-performance computing and AI software. He now leads engineering at Anaconda, a company with a strong legacy in Python and data science, and is excited about its future role in AI.

Rob provides insights into why Anaconda is now positioning itself as the “Operating System for AI,” emphasizing the company’s commitment to democratizing access to AI technologies, particularly through open-source frameworks. He explains how Anaconda’s focus on empowering developers and data scientists has evolved from simplifying Python environment management to supporting AI and machine learning solutions. Rob highlights the importance of community-driven innovation, particularly in the open-source space, and how Anaconda has been a key player in supporting and sustaining that community.

We also dive into the challenges of building AI solutions at scale, particularly for enterprises. Rob discusses how Anaconda helps enterprises integrate AI solutions, providing tools for deploying large language models (LLMs) both locally and in the cloud. He also shares his views on the future of AI, touching on the importance of AI agents, the continued role of Python, and emerging trends that excite him, such as the potential for smaller, more specialized AI models and the increasing demand for running models locally.

Throughout the conversation, Rob emphasizes Anaconda’s dedication to innovation, both in terms of its contributions to the open-source community and its ongoing development of tools to improve Python’s performance in AI. He also shares his thoughts on the balance between open-source and closed-source AI models and the importance of fostering a collaborative ecosystem that drives rapid progress.

More about Rob:

Rob Futrick is the Chief Technology Officer at Anaconda, where he leads the company’s technology strategy, vision, and development and delivery of Anaconda’s cutting-edge AI + data science platform technologies. With over 25 years of software engineering and product development experience, Rob has a proven track record of building and scaling engineering teams and complex software systems for some of the world’s leading companies.

Prior to joining Anaconda, Rob was co-founder and CTO of Cycle Computing, where he drove the company’s technology and product vision with a particular focus on enabling highly scalable cloud and hybrid HPC solutions. Cycle was acquired by Microsoft in 2017, where he owned product management for Azure’s HPC + AI Software platform and led teams responsible for building and delivering key services.

Passionate about entrepreneurship, Rob is involved in several initiatives to mentor young tech professionals and encourage diversity in STEM fields, including Cornell University’s eLab program. Rob attended Cornell as a Computer Science major.

https://www.anaconda.com/about-us/leadership/rob-futrick

00:00 Welcome and Guest Introduction

01:09 Rob Futrick's Career Journey

02:22 Anaconda's Evolution and Community Commitment

06:15 The Role of Anaconda in AI and Open Source

10:06 Benefits of Open Source vs. Closed Source AI Models

14:51 Ensuring Quality and Security in Open Source Models

18:43 Local vs. Cloud Deployment of AI Models

25:39 Enterprise Adoption of AI Solutions

26:56 Deploying LLMs Locally with Anaconda

28:13 Measuring ROI in AI Strategies

28:55 The Importance of Clear Objectives and Measurement

31:06 Anaconda's Internal Use of LLMs

33:01 Python's Dominance in AI

39:07 Emerging Trends in AI and Machine Learning

48:49 Final Thoughts and Future Prospects

  continue reading

410 episod

Artwork
iconKongsi
 
Manage episode 438127264 series 3506362
Kandungan disediakan oleh Mehmet Gonullu. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Mehmet Gonullu atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.

In this episode of The CTO Show with Mehmet, we are joined by Rob Futrick, the CTO of Anaconda, for an in-depth discussion on how Anaconda is positioning itself at the forefront of the AI revolution. Rob shares his impressive journey in the tech industry, from his first startup over 25 years ago to his time at Microsoft, where he led product teams for high-performance computing and AI software. He now leads engineering at Anaconda, a company with a strong legacy in Python and data science, and is excited about its future role in AI.

Rob provides insights into why Anaconda is now positioning itself as the “Operating System for AI,” emphasizing the company’s commitment to democratizing access to AI technologies, particularly through open-source frameworks. He explains how Anaconda’s focus on empowering developers and data scientists has evolved from simplifying Python environment management to supporting AI and machine learning solutions. Rob highlights the importance of community-driven innovation, particularly in the open-source space, and how Anaconda has been a key player in supporting and sustaining that community.

We also dive into the challenges of building AI solutions at scale, particularly for enterprises. Rob discusses how Anaconda helps enterprises integrate AI solutions, providing tools for deploying large language models (LLMs) both locally and in the cloud. He also shares his views on the future of AI, touching on the importance of AI agents, the continued role of Python, and emerging trends that excite him, such as the potential for smaller, more specialized AI models and the increasing demand for running models locally.

Throughout the conversation, Rob emphasizes Anaconda’s dedication to innovation, both in terms of its contributions to the open-source community and its ongoing development of tools to improve Python’s performance in AI. He also shares his thoughts on the balance between open-source and closed-source AI models and the importance of fostering a collaborative ecosystem that drives rapid progress.

More about Rob:

Rob Futrick is the Chief Technology Officer at Anaconda, where he leads the company’s technology strategy, vision, and development and delivery of Anaconda’s cutting-edge AI + data science platform technologies. With over 25 years of software engineering and product development experience, Rob has a proven track record of building and scaling engineering teams and complex software systems for some of the world’s leading companies.

Prior to joining Anaconda, Rob was co-founder and CTO of Cycle Computing, where he drove the company’s technology and product vision with a particular focus on enabling highly scalable cloud and hybrid HPC solutions. Cycle was acquired by Microsoft in 2017, where he owned product management for Azure’s HPC + AI Software platform and led teams responsible for building and delivering key services.

Passionate about entrepreneurship, Rob is involved in several initiatives to mentor young tech professionals and encourage diversity in STEM fields, including Cornell University’s eLab program. Rob attended Cornell as a Computer Science major.

https://www.anaconda.com/about-us/leadership/rob-futrick

00:00 Welcome and Guest Introduction

01:09 Rob Futrick's Career Journey

02:22 Anaconda's Evolution and Community Commitment

06:15 The Role of Anaconda in AI and Open Source

10:06 Benefits of Open Source vs. Closed Source AI Models

14:51 Ensuring Quality and Security in Open Source Models

18:43 Local vs. Cloud Deployment of AI Models

25:39 Enterprise Adoption of AI Solutions

26:56 Deploying LLMs Locally with Anaconda

28:13 Measuring ROI in AI Strategies

28:55 The Importance of Clear Objectives and Measurement

31:06 Anaconda's Internal Use of LLMs

33:01 Python's Dominance in AI

39:07 Emerging Trends in AI and Machine Learning

48:49 Final Thoughts and Future Prospects

  continue reading

410 episod

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