At IMS Learning Resources Pvt. Ltd., I conceived and launched an ML-powered college admission prediction product, using student research to shape user journeys and UX. It attracted 10,000 launch users, and admission guidance generated leads from 40% of non-IMS Profile Ranker users.
I also defined a unified CRM vision and roadmap, led MyPlan 2.0 requirements and launch coordination, and launched mobile-first digital assessment workflows. At Hewlett Packard Enterprise, I owned QA and release sign-off for AI-powered enterprise search and built Python regression automation that cut test cycles from 1–2 weeks to 1–2 hours.

