(Description)
A research-driven initiative focused on analyzing consumer financial behavior to inform the development of AI-powered financial advisory and investment tools.
This project involved the development of an end-to-end data intake and analysis ecosystem. The system was designed to capture complex financial sentiment data while facilitating an immediate, automated incentive distribution mechanism for participants.
The primary challenge was bridging the gap between qualitative data collection and automated fulfillment. Managing a secure data flow from user input to an administrative dashboard, while maintaining an integrated reward mechanism for real-time airtime gifting, required a disciplined approach to backend logic and secure API orchestration.
We aimed to engineer a secure, low-friction survey interface alongside a robust administrative dashboard for real-time data analysis. A critical objective was the automation of the incentive payout process to ensure high participant engagement and eliminate manual administrative overhead.
We delivered a comprehensive research tool that serves as more than a simple data collection point. The resulting system features a custom analysis dashboard and a secure, automated distribution layer for participant rewards. This provided the research team with actionable financial insights and a reliable, systems-driven pipeline for participant management and incentive logistics.