Connected Health Non-Invasive Medical Telemetry & Sensor Integration Cloud
Connected health IoT application and telemetry cloud integrating with proprietary non-invasive medical sensors for continuous wellness monitoring.
- Venture
- A Medical Hardware & Non-Invasive Diagnostics Startup
- Industry
- Connected Health & IoT Diagnostics
- Geography
- India & United States
What was in the way
A healthtech venture developing a consumer non-invasive health device needed to connect physical sensor readings (blood glucose, vitals) to a HIPAA-compliant mobile app and cloud analytics dashboard.
- 01Bluetooth Low Energy (BLE) pairing with proprietary sensor hardware experienced dropouts on various mobile operating systems.
- 02Raw spectroscopic optical data required client-side pre-processing before cloud biomarker inference.
- 03Strict medical data privacy required end-to-end payload encryption from device to physician dashboard.
The architecture, and why
Engineered a resilient cross-platform mobile application and secure telemetry cloud ingesting optical sensor data via BLE, calculating vital health metrics, and displaying historical trends.
- Robust BLE device connection manager with automated reconnection and hardware firmware update over-the-air (OTA).
- Signal processing algorithms filtering sensor optical noise and baseline drift.
- Patient wellness dashboard displaying blood glucose estimations, SpO2, and cardiac metrics.
- Secure physician sharing portal with encrypted PDF report exports and trend analysis.
What is running in production
What changed, measured
Ventures are described by industry and geography rather than by name, so publishing never waits on a client's sign-off. Named detail replaces a descriptor whenever an approval arrives. The numbers above are unchanged either way — our delivery record is independently verifiable on Upwork.
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