Blog

I share first-hand lessons from AI product management, product strategy, Agentic AI, business analysis, delivery, research, and training.

The portfolio shows what I have built. This blog explains the decisions, methods, results, and trade-offs behind the work.

Product Management

2 posts

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  • What I Learned from Building a Kaggle AI Agents Project

    Building Clinical AI Kit for Google and Kaggle's AI Agents capstone: a Google ADK multi-agent system for clinicians, from product concept and Claude Design prototypes to a deployed, fully documented application.ai-agentsgoogle-adkkagglevibe-codingclaudeproduct-managemententerprise-architectureAug 202610 min read
  • Mapping Organizational Dysfunctions to Foster Outcome-Oriented Results

    Viewing organizations as ecosystems: how systems thinking maps the dysfunctions that pull teams away from outcomes, and how to realign around product vision.product-managementsystems-thinkingorganizational-designproduct-visionSept 20247 min read