15 years building the systems that let enterprise teams ship the right things, faster.
Enterprise product teams don't fail because people aren't smart enough. They fail because the systems around smart people are broken — misaligned incentives, opaque processes, reactive roadmaps, and AI tools dropped in without strategy or scaffolding.
I've spent 15 years inside those systems — at Oracle, where I overhauled operations for a platform used by 15 million people; at S&P Global, where I built analytics infrastructure that financial professionals rely on daily; at Weill Cornell Medicine, where the stakes of getting it wrong are measured in patient outcomes.
In every context, the work was the same: understand what's actually broken, build the systems to fix it, and make sure the fix outlasts my involvement.
The AI Pit Stop is the distillation of that work — practical, strategic support for organizations that know AI matters but aren't sure where to start. Not theoretical consulting. Real transformation experience.
Alongside consulting, I'm building AI-native products from scratch: VectorPM.ai — an agentic Product Operating System that automates PRD generation, OKR-to-roadmap alignment, and stakeholder document translation — plus MeetDost.ai, Taakat.ai, and an AI Readiness Diagnostic Tool for enterprise teams.
I also teach. Because the best way to scale good product thinking is to give more people the tools to do it.
Impact
Teaching computer science — planting the seed for a lifelong commitment to making complex systems understandable.
Delivered CMS platform modernization generating $1M in annual cost savings through workflow automation and infrastructure optimization.
Founded SaaS influencer marketing platform from 0→1. Scaled to 10,000+ creators. The experience of building from scratch — not just optimizing — shapes everything I do today.
Led digital transformation of provider portal and patient-facing platform serving 2,000+ physicians. Increased patient engagement by 40%. Product operations in healthcare — where precision is everything.
Built unified digital platform from 0→1, consolidating four division websites into a single S&P Global brand presence across multiple regions.
Built predictive analytics platform from 0→1 — informing customer engagement, churn prevention, and expansion strategies for global financial intelligence infrastructure.
Led product operations for a platform serving 15M+ users. 50–67% time-to-market improvement. 90% defect reduction. Coached 7+ PMs. Director-level outcomes at Principal level.
Applying enterprise product operations expertise to AI readiness consulting while building AI-native products independently. Products in development: VectorPM.ai (agentic Product Operating System — PRD generation, OKR-to-roadmap alignment, stakeholder document translation), MeetDost.ai (AI companion app), Taakat.ai (AI fitness coaching platform), and an AI Readiness Diagnostic Tool for enterprise clients.
Beyond Work
Wife, mom of two boys, proud labradoodle parent — and when I'm not building products, I'm growing vegetables, painting, reading, traveling, and giving back to my community.