My Work

This portfolio showcases structured product thinking across AI platforms, enterprise systems, and 0 to 1 initiatives. I analyze products through the lens of growth, monetization, execution, and measurable impact, with a focus on building scalable AI-driven solutions.

Improving Enterprise Adoption for Mistral AI

This case study explores how Mistral AI can accelerate enterprise adoption by reducing deployment friction, improving cost transparency, and introducing industry-specific AI packs. The focus is on increasing enterprise conversion and revenue by building a structured migration, compliance, and governance framework tailored for regulated and large-scale organizations.

Reducing Driver Churn at Uber Through Predictive Earnings Intelligence

Uber’s marketplace depends on stable driver supply, yet churn rises due to volatile earnings. Current retention efforts remain reactive, triggering incentives after disengagement begins. This case study proposes predictive earnings intelligence to identify at risk drivers early. Weekly churn scores use earnings variance and behavioral signals to trigger targeted, deterministic retention actions. The objective is reducing monthly churn while strengthening supply stability and driver lifetime value.

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WhatsApp India: From Communication Tool to Intelligent Platform

India is WhatsApp's largest market with 500 million users, yet the product has not evolved to match how Indians actually live, work, and communicate. This study maps eight distinct Indian user personas across every geographic tier, identifying three structural pain points that affect every demographic: group chat overload, voice note inaccessibility, and a trust and safety crisis driven by misinformation and fraud. A deep feature audit and competitive analysis reveals that no messaging platform in the world has successfully built AI within an end-to-end encrypted architecture at scale, and that gap is WhatsApp's single biggest opportunity. The study proposes three high-impact AI features built around on-device intelligence that respect encryption while solving real problems for real Indians. The result is a roadmap for transforming WhatsApp from a communication utility into an intelligent platform built for the complexity of India.

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