// PRODUCT CASE STUDIES & STRATEGY
PRODUCT THINKING PORTFOLIO.
A comprehensive collection of full-stack product platforms, growth teardowns, operational frameworks, and UX strategy blueprints.
Discovery Dojo — Product Discovery Platform
// Gamified PM Learning & AI Interview Simulator
Full-stack product strategy, React 18 frontend architecture, and Firebase backend design for a 15-level product management learning experience.
WhatsApp Status JTBD
// User Motivation & Behavioral Engagement Patterns
A Jobs-To-Be-Done user research analysis exploring social motivation, emotional engagement drivers, and feature opportunity spaces.
Ola Ride Retention Strategy
// Habit Formation & Long-Term Engagement
A growth-focused product strategy exploring habit formation, ride retention loops, and driver-rider engagement mechanics.
YouTube Product Strategy
// Recommendation Engine & Creator Monetization
Deep analysis of monetization, user segmentation, algorithmic recommendation systems, and creator retention opportunities.
CRED Product Teardown
// Gamification & Behavioral Psychology
A product teardown focused on gamification, behavioral reward coins, credit card payment funnels, and retention mechanics.
Healthcare SaaS Escalation Engine
// Reducing Critical Ticket Backlog by 40%
Product operations breakdown analyzing high-volume customer escalations, root-cause tagging systems, and SLA recovery frameworks in healthcare SaaS.
Enterprise Customer Support Pipeline
// Scaling 700+ Monthly Technical Engagements
Workflow optimization and internal tooling specification for support engineers and account managers handling complex tier-3 technical inquiries.