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60 episodi

AI for Data and Data for AI: The Dual Frontier of Modern Data Engineering with Pranav Motarwar
16/06/2026 | 19 min
What if the data engineering skills you have today become obsolete in five years? In this episode, host Benjamin Wagner sits down with Pranav Motarwar, a data engineer who's witnessed the industry's transformation from traditional ETL to AI-powered pipelines, to explore how AI is fundamentally reshaping data engineering roles, why you need to master both "AI for data" and "data for AI" to stay relevant, and the emerging infrastructure required to handle multimodal data at scale. Whether you're a data engineer wondering about your career longevity or a builder curious about next-gen data stacks, this conversation unpacks the skills you'll need, the tools defining 2026, and why data engineers aren't disappearing - they're just evolving faster than ever.
AI Won't Replace Engineers, But This Framework Will Change How They Build with Rohit Girme
07/05/2026 | 18 min
What if you could build AI features with confidence while moving at the pace of innovation? In this episode, Benjamin Wagner sits down with Rohit Girma, Staff Software Engineer at Airbnb, to explore how to evaluate generative AI in production, why breaking down complex problems into smaller chunks accelerates development, and the key strategies for scaling AI-powered products beyond zero-to-one. Whether you're shipping AI features or transforming your engineering workflow, this conversation offers practical insights on building reliable AI systems, leveraging LLMs as orchestration tools, and the future of software development. Tune in to discover why humans remain essential in the scaling phase and how your team can move faster without sacrificing quality.
The Framework Canva Uses for 200M+ Designers with Paul Tune
28/04/2026 | 22 min
In this episode of The Data Engineering Show, Benjamin sits down with Paul Tune, Staff Research Scientist at Canva, to explore the advancement of machine learning at one of the world's leading design platforms. Learn how Canva is transitioning from traditional ML like recommendation engines for templates to cutting-edge agentic workflows that allow users and AI to collaborate on complex design tasks. Whether you're interested in the infrastructure behind distributed training or the nuances of post-training LLMs for aesthetic tasks, this deep dive offers a masterclass in scaling ML for millions of creative users.
Llama 2 & 3 Safety: Soumya Batra on Agentic AI Training
08/04/2026 | 22 min
What if the expertise that built foundation models could reshape how you think about AI's future? In this episode, Benjamin sits down with Soumya Batra, founder and CEO of WisePort AI and former safety lead on Llama 2 and Llama 3 at Meta, to explore how foundation models evolved from traditional NLP, why post-training holds the highest leverage for safety and controllability, and what natively agentic AI means for the next frontier of AI development. Whether you're curious about the model training lifecycle or wondering what comes after large language models, this conversation unpacks the technical strategies and vision shaping tomorrow's AI systems.
The Data Fusion Secret & Why Custom Query Engines Fail with Nikita Lapkov
24/03/2026 | 18 min
What if building a distributed SQL engine meant rethinking everything about how query execution works at scale? In this episode, Benjamin sits down with Nikita, Senior Software Engineer at Cloudflare, to explore how R2 SQL leverages object storage and distributed computing to power analytics across 300 global locations, why backward compatibility becomes critical when you can't control infrastructure rollouts, and the key strategies for handling joins and adaptive query execution in a stateless, point-to-point network architecture. Whether you're designing distributed systems or curious about how Cloudflare processes petabytes of data, this conversation reveals the real-world engineering challenges and innovations shaping the future of cloud data platforms.

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Su The Data Engineering Show

The Data Engineering Show is a podcast for data engineering and BI practitioners to go beyond theory. Learn from the biggest influencers in tech about their practical day-to-day data challenges and solutions in a casual and fun setting. SEASON 1 DATA BROS Eldad and Boaz Farkash shared the same stuffed toys growing up as well as a big passion for data. After founding Sisense and building it to become a high-growth analytics unicorn, they moved on to their next venture, Firebolt, a leading high-performance cloud data warehouse. SEASON 2 DATA BROS In season 2 Eldad adopted a brilliant new little brother, and with their shared love for query processing, the connection was immediate. After excelling in his MS, Computer Science degree, Benjamin Wagner joined Firebolt to lead its query processing team and is a rising star in the data space. For inquiries contact tamar@firebolt.io Website: https://www.firebolt.io

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Economia Gestione Tecnologia

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