Bridging product innovation and market positioning for platform companies. I help CMOs amplify their message and CTOs refine their roadmap by bringing an outside-in perspective that combines deep technical expertise with practical market insights.
For over 25 years, I’ve operated where product innovation meets market impact. I drove results at Microsoft, Bell Labs, and Amazon Web Services before becoming an independent advisor to Silicon Valley’s most innovative platform companies. My unique strength lies in working with your CTO and CMO, delivering rigorous technical insight paired with decisive strategic positioning.
Unlike traditional analysts, I get hands-on with the product. I test, evaluate, and provide actionable feedback based on real-world implementation, going beyond blue-sky research.
With 1000+ articles published in top publications, I understand what resonates with both decision-makers and technical communities, which enables me craft narratives that bring your unique value to the surface.
Trusted by AWS, Microsoft, Google, IBM, and leading platform startups, I’ve influenced product roadmaps, supported funding rounds, and helped position technologies before they became mainstream.
Authoritative Unbiased Neutral Opinionated Authoritative Unbiased Neutral I engage with hyperscalers and platform companies that value long-term partnership over tactical projects. My advisory engagement operates on two parallel tracks, ensuring your product vision aligns with market positioning.
I stay ahead of the curve, focusing on emerging technologies where strategic guidance creates maximum impact. The focus areas evolve as technology matures and new opportunities emerge.
Infrastructure scalability, app modernization, security, microservices architecture, platform engineering and observability.
Accelerated compute, model deployment, inference engines, model optimization, MCP servers, A2A systems & edge AI deployment.
Agent frameworks, multi-agent systems, context engineering, evaluation, red teaming, memory management, deployment, & observability
Latest articles on market dynamics, landscape, and technology trends for decision-makers.
Latest articles covering tutorials, guides, and deep dive technical analysis.
My personal take on latest technology trends and market dynamics
While advisory is my primary focus, I remain deeply connected with the technical community through speaking, teaching, and creating content.
