Miznee Digital Health Suite — an integrated ecosystem of smartphone-based, camera-driven wellness and decision-support tools designed to transform how individuals understand and manage their health. The suite includes GlucoSense, Miznee’s flagship non-invasive glucose monitor that uses real-time vascular imaging to estimate blood glucose with full privacy and offline capability; its streamlined variants GlucoSolo2 and GlucoSolo3, which deliver rapid, mobile-only glucose and multi-vital readings such as HRV, respiratory rate, and blood pressure. The Health Metric Dashboard unifies these measurements into a continuous real-time interface, displaying vital trends, waveform graphs, and signal quality indicators. Hormone Mapper extends this approach to estimate endocrine balance—including cortisol, melatonin, and testosterone—using camera-derived physiological data. Complementing these are NeuroScreen360, which assesses cognitive health and stress through physiological and behavioural signals, and NeuroFix360, its companion neuro-rehabilitation module providing adaptive exercises and progress tracking. All data feed into HealthLogger-Personal, a private, on-device diary that visualises long-term trends and insights. Together, these seamlessly connected apps embody Miznee’s vision of non-invasive, intelligent, privacy-first digital healthcare.