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

Page: https://stenobird.com/podcast/data-brew-by-databricks/secret-to-production-ai-tools-infrastructure-data-brew-episode-37
Text version: https://stenobird.com/podcast/data-brew-by-databricks/secret-to-production-ai-tools-infrastructure-data-brew-episode-37.md
Podcast: [Data Brew by Databricks](https://stenobird.com/podcast/data-brew-by-databricks)
Published: 2025-01-22T15:00:00+00:00
Episode link: https://www.buzzsprout.com/1370119/episodes/16397441-secret-to-production-ai-tools-infrastructure-data-brew-episode-37.mp3
Audio file: https://www.buzzsprout.com/1370119/episodes/16397441-secret-to-production-ai-tools-infrastructure-data-brew-episode-37.mp3
Processing state: processed
JSON: https://stenobird.com/v1/public/podcasts/data-brew-by-databricks/episodes/secret-to-production-ai-tools-infrastructure-data-brew-episode-37
Duration seconds: 2234

## Resource

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 workfl...

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## Transcript

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