Biomedical Engineering

Medical device software, health data analysis, biomedical signal processing, and clinical data applications with regulatory guidance.

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VitalCheck API: Building a Multi-Domain Health Intelligence Engine with Python, FastAPI, and Production-Grade ML project thumbnail

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Biomedical Engineering Python Automation

VitalCheck API: Building a Multi-Domain Health Intelligence Engine with Python, FastAPI, and Production-Grade ML

VitalCheck is a production-deployed REST API that delivers real-time health risk assessments across ten medical and wellness domains. Built with Python, FastAPI, and a suite of machine learning models, it provides a unified interface for clinical and biometric predictions — from diabetes and stroke risk to MRI-based brain tumor classification.

Python FastAPI UV Pydantic scikit-learn ONNX +1 more

EOG Sleep Mask: Detecting Secondary Sleep Strokes in Real-Time project thumbnail

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Biomedical Engineering Embedded Systems

EOG Sleep Mask: Detecting Secondary Sleep Strokes in Real-Time

A wearable, real-time stroke detection system disguised as a comfortable sleep eye mask. By utilizing electrooculography (EOG) to track eye movement and an onboard microcontroller to perform real-time signal processing, the device acts as an automated sentinel.

Arduino Op Amp EOG

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Biomedical Engineering Embedded Systems

From Voltage to Volume — Calibrating Analog Sensors

Learn how to calibrate an analog pressure sensor to measure volume using numerical integration.

Python Automation Biomedical Engineering

Medical Signal Processing Pipeline

A comprehensive walkthrough of a Python signal processing pipeline that transforms raw CPAP device sensor data into clinically actionable metrics like breath rate, apnea count, and mask leakage.

Biomedical Engineering Embedded Systems

Isolating the Corneo-Retinal Dipole: Building a Robust EOG Analog Front-End

The human eye is a natural dipole. The cornea carries a positive charge while the retina is negatively charged, creating a resting potential of roughly 10 to 30 millivolts. The raw voltage potential reaching the skin is attenuated to the microvolt range and completely drowned out by surrounding electromagnetic interference (EMI) and electromyographic (EMG) muscle noise.

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