• Secret to Production AI: Tools & Infrastructure | Data Brew | Episode 37

  • Jan 22 2025
  • Length: 37 mins
  • Podcast

Secret to Production AI: Tools & Infrastructure | Data Brew | Episode 37

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  • Summary

  • In this episode, Julia Neagu, CEO & co-founder of Quotient AI, explores the challenges of deploying Generative AI and LLMs, focusing on model evaluation, human-in-the-loop systems, and iterative development.

    Highlights include:
    - Merging reinforcement learning and unsupervised learning for real-time AI optimization.
    - Reducing bias in machine learning with fairness and ethical considerations.
    - Lessons from large-scale AI deployments on scalability and feedback loops.
    - Automating workflows with AI through successful business examples.
    - Best practices for managing AI pipelines, from data collection to validation.
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