Product Manager

Product Managers are no longer just optimizing model performance - we are accountable for model integrity. We explore how to build governance as a first-class product features. From fairness audits to DLP-based redaction and drift monitoring operationalize responsible AI principles and mitigate bias

As AI models become more powerful, aligning their behavior with human values is no longer optional -it's a necessity. This guide breaks down how Product Managers can deploy Reinforcement Learning from Human Feedback (RLHF) using Vertex AI. Structure human-in-the-loop pipelines & train reward models.

As enterprises accelerate their adoption of Generative AI, a new kind of product leader is emerging at the forefront: the LLM Product Manager. In this post, we’ll walk you through the skills, responsibilities, tools, and preparation roadmap to break into this high-impact role.

The role of the Machine Learning Product Manager (ML PM) is quickly becoming mission-critical. But How do you break into this specialized role? what should you focus on to prepare? This article serves as your career bridge - a practical guide to help you step confidently into the ML product world.

Generative AI (GenAI) has emerged as a powerful force behind transformative products. But behind every breakthrough GenAI product is a new kind of product leader: The GenAI Product Manager. In this blog, we’ll explore how this role is shaping the future, what it takes to become successful in it.

As AI adoption accelerates, one question comes up repeatedly: What makes an AI model truly good? As a Product Manager advising teams on Google Cloud’s Vertex AI and other platforms, my role is to define, measure, and operationalize "goodness". A step to move from MLOps to BehaviorOps.