Join us on this Product Bulb Podcast for a deep dive into the practical applications and challenges of production generative AI with expert AI consultant and machine learning engineer, Apurva Misra. Learn about real-world use cases like customer Q&A systems that reduced human support queries by 21% and innovative applications like allergen detection. Aura shares valuable insights on Retrieval Augmented Generation (RAG), navigating the probabilistic nature of AI, addressing privacy and security concerns with PII, and effective strategies for model selection and scalability. Discover essential data pre-processing techniques and the distinction between RAG and fine-tuning. Get practical lessons learned from deploying generative AI solutions, including managing bad actors. This episode is packed with actionable insights for anyone working with or interested in productionizing generative AI!
Tune in to Episode 6 of The Product Bulb Podcast on Youtube or Spotify !!
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