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CogniTrace bridges the gap between structured clinical tracking and compassionate, daily memory care. Built on FastAPI, Next.js, and Google Gemini, it provides a dual-interface ecosystem tailored specifically to the unique needs of Caregivers and Individuals experiencing cognitive decline.