
I am driven by the transformation of raw AI potential into scalable business reality. I thrive in complex, high-stakes environments where I can build products that bridge model intelligence and revenue.
At a glance
Curated signals on strengths, focus areas, and how they can help.
Directed product vision for Google Pay and Gemini resulting in significant ARR growth.
Currently building agentic AI cloud transformation strategies as a product leader at Atlassian.
Offers expertise in bridging the gap between machine learning models and revenue-generating business applications.
🚀 Career trajectory
FinTech Foundation
Launched global payments and managed ML-powered collections at scale for industry giants.
✦ Payments
✦ Collections
✦ Financial Analysis
Big Tech AI Scaling
Led core product vision for Gemini and Google Pay, driving multi-hundred million dollar ARR impact.
✦ Gemini
✦ LLM
✦ Product Vision
Enterprise Agentic Leadership
Focusing on agentic AI to drive cloud transformation and enterprise automation at Atlassian.
✦ Agentic AI
✦ Cloud
✦ Transformation
💪🏻 Superpowers
Agentic Product Architect
Designing autonomous systems that solve complex user problems
✦ Architecting agentic experiences for cloud-native enterprise migrations.
✦ Transitioning static software into self-serve AI workflows.
✦ Defining product roadmaps that prioritize model-layer utility.
Revenue-Driven Innovator
Converting AI research into sustainable, high-growth financial results
✦ Unlocking ARR pipelines by optimizing model pricing and activation.
✦ Developing ML-driven trust systems to mitigate platform financial abuse.
✦ Bridging the disconnect between deep tech demos and dollar-value delivery.
AI Talent Catalyst
Building product culture and scaling knowledge across organizations
✦ Mentoring 70+ product managers on AI-first analytical frameworks.
✦ Influencing investment priorities at the SVP level globally.
✦ Standardizing product thinking for LLM-integrated mobile applications.
I'm excited about
✦ Seeking peer-level debates on the operational realities of agentic AI deployments.
✦ Exploring strategic collaborations with founders building at the model-to-revenue interface.
✦ Finding new ways to share insights from my Demo to Dollars framework with industry experts.
I can help with
✦ Advising on go-to-market strategies for LLM-native product features and monetization.
✦ Mentoring product leads on transitioning to AI-first product management methodologies.
✦ Conducting business valuation reviews for AI-focused product roadmaps and feature prioritization.
I would love your help on
✦ Connecting with peers navigating the transition from platform-level AI to agentic enterprise software.
✦ Learning from operators about managing long-term AI product adoption beyond the initial hype cycle.
✦ Identifying unique community spaces for leaders focused on the intersection of AI and cloud scale.