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💊 Dosezy is an open-source, privacy-first medication management ecosystem for patients and caregivers. Its offline-first mobile app supports accessibility with high-contrast visuals, tremor-friendly controls, and reliable alarms, while an optional self-hostable Caregiver Cloud enables family sync, adherence analytics, and remote care.
The arduino-driven pill dispenser with a modular design, featuring WiFi for remote management, sensors for dosage tracking, and alerts to boost medication adherence in older adults.
Swasthyasaathi — an AI-powered health companion for Indian users, helping manage medications, understand medical reports in simple language, track daily health tasks, and receive personalized multilingual health coaching.
An IoT smart pillbox that streams ThingSpeak sensor data into a live Streamlit dashboard, turning real-time usage into actionable medication-adherence insights.
Code & results of a master's thesis: six hyperparameter optimization methods and SHAP interpretation of LightGBM for medication adherence prediction in NCD patients (Universitas Ahmad Dahlan, 2026)
An end-to-end Python medication adherence data pipeline featuring data cleaning, temporal mapping, provider/clinic benchmarking, and multi-criteria composite scoring.