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2025 — now · ACTIVE · Lead

WINGS

A GenAI counsellor in every school pocket.

Delivered under Rumination Labs

What it is

A generative-AI wellbeing companion and analytics dashboard built for schools with Taskeen Health Initiative. It teaches, it listens, it tracks mood — and when a conversation turns dangerous, it stops trying to help by itself and routes to a human on Taskeen’s helpline.

Scale, and whose number is whose

WINGS is live across 13 schools, reaching close to 3,000 students, on a multi-institution deployment architecture with more institutions planned. Taskeen’s earlier chatbot — which I built during my four years as their engineering lead, before the studio existed — reached over 14,000 people, 90% of them young. Those are two different systems and two different numbers, and I keep them apart.

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