MLOps.community Building Effective Products with GenAI // Faizaan Charania // #187
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Nov 3, 2023 Faizaan Charania, Product Manager, AI at LinkedIn, discusses his AI product development approach, integrating generative AI, and evaluating AI-driven experiences. He shares wisdom on feedback integration, user trust, and collaboration challenges between product managers and AI teams. The podcast explores push vs pool mechanisms in product development, pros and cons of using open source models in enterprise-level use cases, prompt engineering and iteration, building trust in new interaction patterns, and the shift towards understanding machine learning and natural language models.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 3min
From Actor to Machine Learning: A Career Evolution
02:56 • 15min
Push Mechanism vs Pool Mechanism in Product Development
18:20 • 3min
The Pros and Cons of Using Open Source Models in Enterprise-Level Use Cases
21:45 • 7min
The Importance of Prompt Engineering and Iteration
29:01 • 14min
Building Trust in New Interaction Patterns and Paradigms
43:03 • 2min
The Shift towards Understanding Machine Learning and Natural Language Models
44:35 • 9min