I often start with the question of which metric actually reflects value, then check whether growth is coming from acquisition, retention, or monetization. If that is useful, I can walk through it with you in a practical way.
About
I am a member of the Product Management team at Viven AI, focused on growing AI-powered Digital Twins that capture and operationalize organizational expertise.
I have over 12 years of experience in building and scaling AI-native products across both consumer and B2B ecosystems. My experience includes guiding product journeys from inception (0 to 1), scaling (1 to 10), and further growth (10 to 100).
Before joining Viven AI, I held product roles at Flipkart, Licious, MakeMyTrip, and Naukri Group, where I led initiatives focused on acquisition, retention, engagement, monetization, and platform scaling. My key areas of expertise include product roadmapping, user research, market analysis, product metrics, feature prioritization, and product strategy.
