Scientific Abstract & System Specification
Medication non-adherence and undetected polypharmacy drug-drug interactions cause severe complications in home healthcare environments with complex multi-generational prescriptions. DawaiSathi v4.0 combines Google Gemini Flash multimodal vision transformers for unconstrained prescription OCR and structured schedule extraction, coupled with automated drug-drug conflict detection, a zero-setup family provisioning architecture, and mobile-first glassmorphic UI.
Core Architectural Challenge
Vision AI-driven prescription parsing, conflict-detection shield, and multi-tenant family healthcare synchronization platform.
Mathematical Basis & Formal Invariants
Vision-language tokenized autoregressive decoding, graph-based drug conflict constraint matrices.
Key Empirical Findings & Benchmark Metrics
[01]
Instantaneous multi-drug identification and automatic scheduling directly from camera captures.
[02]
Built-in Drug Safety Shield detecting interactions and food/dietary conflicts in real time.
[03]
Full progressive web app (PWA) with push and Telegram notifications.
Verification & Telemetry Testbed
Prescription Vision OCR & Family Schedule Telemetry
Formal Verification & Engineering Stack
Ayaan SaifiMatrika RegmiJoga NubaidMd Saif