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Practical AI
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Data Science With Sam
by Soumava Dey
Today: #56 in Technology on our combined chart.
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Latest episodes
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EP 51: Building AI Agents That Actually Work in Production | Shawn Kercher, CEO @HummingAgent.ai
October 12, 2026 · 22 minSam sits down with Shawn Kercher — Co-Founder & CEO of HummingAgent.ai — to cut through the noise around AI agents. Shawn built his company on a simple but powerful observation: most AI products are just ChatGPT wrappers. HummingAgent is…
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EP 50: Evolution of Enterprise Data Engineering in Gen AI Era
September 21, 2026 · 24 minShashank Akinapalli is a Senior Data Engineer at TCS where he leads cloud data lakehouse initiatives and real-time streaming architectures for supply chain intelligence. With 14 years of experience across IBM DataStage, Databricks…
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EP 49: The Human Side of AI in Media: Speed, Trust & What's Really Changing | Karima Sharif-Ali, Media & Marketing Leader
September 13, 2026 · 34 minKarima Sharif-Ali — known affectionately in the industry as the Fresh Princess of Media — is the SVP of Strategic Accounts at Doceree, a platform transforming point-of-care communications for healthcare brands. Over her career, Karima has…
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EP 48: From Pilots to Productivity: What It Actually Takes to Make AI Work in the Enterprise
August 20, 2026 · 33 minJim Spignardo is the Director of Cloud Strategy and AI Enablement at ProArch, a global IT services and consulting firm. With 25 years in IT spanning network engineering, cloud, cybersecurity, and strategic consulting, Jim advises executive…
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EP 47: The AI Pioneer Who Decided Privacy Matters More Than Hype
August 3, 2026 · 51 minIf you ever had a document you wished you could just ask questions to - without it leaving your computer, wouldn't be pretty good from data privacy perspective? In this episode, Sam sits down with Dr. Jonathan Schaeffer - Distinguished…
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EP 46: Fix the Foundation First: Why Your Data Strategy Is Failing Before the AI Gets Involved
July 27, 2026 · 34 minMost companies have spent years buying tools, running pilots, and building dashboards - and they still can't answer the questions leadership needs answered. The problem isn't the technology. It's that no one fixed the foundation…
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EP 45: Why AI Agents Break in Production: The Missing Harness in Your Data Stack
July 15, 2026 · 33 minAn independent evaluation of Snowflake's Cortex Analyst found 6 in 10 AI-generated queries were wrong — but they all compiled and ran without a single error. That's not a model problem. That's a missing harness problem. Pradnesh Patil is…
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EP 44: Human-Centered Credit - Building Explainable AI for Lending in an Agentic World
July 4, 2026 · 22 minWe are letting AI make life-changing financial decisions without requiring it to explain itself. The CFPB says 'insufficient information' is no longer an acceptable reason to deny a loan. The EU AI Act classifies credit scoring as…
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EP 43: The Outsider's Advantage: How Diverse Perspectives Unlock Enterprise AI Success
June 25, 2026 · 27 minMcKinsey says 88% of organizations are using AI. Only 6% are getting real value. Sumaiya Shrabony argues the gap isn't technical - it's trust. And the people best equipped to see that barrier are almost never in the room when AI rollout…
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EP 42: When AI Meets Robotics: Building Machines That Care
June 13, 2026 · 35 minIn this episode, Sam sat down with guest Dr. Mohammad explore what it actually takes to build emotional intelligence into a physical machine - from the technical layers of facial expression recognition and voice intonation analysis to the…
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EP 41: The Reward Signal: The Missing Ingredient in Every AI System You’ve Built
May 26, 2026 · 45 min74% of organizations hope to grow revenue through AI. Only 20% are actually doing it. That gap isn't a technology gap — it's a design gap. And today's guest has a name for what's missing: the reward signal. Alexander Liss is a Data and AI…
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EP 40: Governance First: The Architecture Framework That Makes AI Auditable, Defensible, and 99% Cheaper
May 21, 2026 · 28 minMost AI governance is a policy document that nobody enforces. And in high-stakes environments - legal, healthcare, finance - that gap between policy and architecture is where disasters happen. In this episode, Dan Driver, founder of Driver…
About the show
This is an educational podcast focused on bringing academia and industry experts together in a common forum and initiate discussion geared towards data science, artificial intelligence, actuarial science and scientific research.DISCLAIMER: The views and opinions expressed in this podcast are solely those of the host(s) or guest(s) and do not necessarily reflect the policy or position of any organization. The podcast is intended to provide general educational information and entertainment purposes only. RSSVERIFY