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AI Governance & Guardrails

AI Governance & Guardrails
AI ProcessOps: The New Org Layer You Can’t Ignore
Members only
AI Process Ops Featured

AI ProcessOps: The New Org Layer You Can’t Ignore

The real challenge in GenAI transformation isn’t picking a model - it’s redesigning how your business runs.
04 May 2025 4 min read
Building Human-Aligned AI Products with RLHF - A Product Managers Guide
Members only
AI/ML Product Manager Featured

Building Human-Aligned AI Products with RLHF - A Product Managers Guide

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.
18 Apr 2025 4 min read
Bringing out the "Good" in AI !!
AI/ML Product Manager Featured

A Product Manager’s Guide to bringing out the "Good" in AI Models

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.
28 Mar 2025 3 min read
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