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Data Science With Sam

Soumava Dey

Data Science with Sam brings together data scientists, AI practitioners, engineers, and industry leaders for honest, practitioner-first conversations about what’s actually working in AI and data — and what isn’t. Hosted by Soumava “Sam” Dey, each episode covers real tools, real deployments, and real lessons from the people building at the frontier of data science, artificial intelligence, and emerging technology.

The views expressed are those of the host and guests and do not reflect the position of any organization. This podcast is for educational and informational purposes only.

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Episodes

53 episodes

  1. EP 53: Cognitive Surrender: The AI Engineering Mistake That Kills Projects 53:13
  2. EP 52: The AI CEO: Leadership, Governance & the AI Gold Rush 23:25
  3. EP 51: Building AI Agents That Actually Work in Production | Shawn Kercher, CEO @HummingAgent.ai 21:37
  4. EP 50: Evolution of Enterprise Data Engineering in Gen AI Era 23:35
  5. EP 49: The Human Side of AI in Media: Speed, Trust & What's Really Changing | Karima Sharif-Ali, Media & Marketing Leader 33:32
  6. EP 48: From Pilots to Productivity: What It Actually Takes to Make AI Work in the Enterprise 32:49
  7. EP 47: The AI Pioneer Who Decided Privacy Matters More Than Hype 50:57
  8. EP 46: Fix the Foundation First: Why Your Data Strategy Is Failing Before the AI Gets Involved 34:07
  9. EP 45: Why AI Agents Break in Production: The Missing Harness in Your Data Stack 32:32
  10. EP 44: Human-Centered Credit - Building Explainable AI for Lending in an Agentic World 21:46
  11. EP 43: The Outsider's Advantage: How Diverse Perspectives Unlock Enterprise AI Success 27:07
  12. EP 42: When AI Meets Robotics: Building Machines That Care 35:28
  13. EP 41: The Reward Signal: The Missing Ingredient in Every AI System You’ve Built 44:44
  14. EP 40: Governance First: The Architecture Framework That Makes AI Auditable, Defensible, and 99% Cheaper 27:30
  15. EP 39: Why the Future of AI Belongs to Divergent Thinkers 35:23
  16. EP 38: The Local AI Stack Nobody Talks About (But Should) 41:13
  17. EP 37: Neurons: Future of AI Processing 29:37
  18. EP 36: NVIDIA GTC 2026: Everything That Matters - Recapped 13:00
  19. EP 35: Who Actually Controls AI? The Governance Gap Explained 6:42
  20. EP 34: DeepSeek R1 vs GPT-4: The $6M Model That Changed AI Economics 7:43
  21. EP 33: Agents Everywhere: What Agentic AI Actually Means for Your Job 7:37
  22. EP 32: AI Discovers Drugs: The 2026 Clinical Trial Moment for AI in Biotech 7:55
  23. EP 31: Google's $30M Bet: The AI Impact Summit India and the Global South 7:16
  24. EP 30: OpenClaw: The Open-Source AI Agent That Got Its Creator Hired by OpenAI 9:32
  25. EP 29: The Pentagon Showdown: OpenAI vs Anthropic and the Soul of AI 5:50
  26. EP 28: The AI Revolution: Redefining Healthcare Financing 27:52
  27. EP 27: AI and the Creative Arts: Innovation or Appropriation? 55:27
  28. EP 26: The Future of Healthcare - AI, Data and Human Touch 40:17
  29. EP 25: AI Revolution in Marketing: From Traditional to Transformational 29:16
  30. EP 24: Redefining Data Science in the Generative AI Era 31:45
  31. EP 23: AI in Marketing Strategies 35:47
  32. EP 22: Governing AI with Purpose and Inclusion 55:29
  33. EP 21: AI Transformation: Beyond the Hype 30:43
  34. EP 20: Understanding AI Agents: From Basics to Future Potential 24:38
  35. EP 19: Navigating the Future of Workplace Health and Benefits with AI 31:04
  36. EP 18: Insurance Transformed: An Actuary’s take on AI 37:02
  37. EP 17: AI’s Impact on Creativity: A Consumer’s Perspective 29:24
  38. EP 16: Data Decoded: Navigating the AI Revolution 39:11
  39. EP 15: Unveiling Data Scientist’s role in the Generative AI era 38:21
  40. EP 14: What is Observability? 31:54
  41. EP 13: Soccer Analytics Through the Lens of Coaching 1:26:23
  42. EP 12: Insightful Conversation with a Football ⚽️ Analytics Professional 28:49
  43. EP 11: Growing Technology Footprints in Insurance Sector 31:52
  44. EP 10: A thought-provoking chat with an actuary and TEDx speaker 1:00:04
  45. EP 9: ChatGPT and Education Systems 37:54
  46. EP 8: Implementation of AI in scientific research 28:53
  47. EP 7: Data Science & MLOps 38:44
  48. EP 6: Data Science & AI Talk 23:17
  49. EP 5: Implementation of data science in Cybersecurity 31:24
  50. EP 4: A.I. talk with a Rocket Scientist from NASA 22:38