Second-Life EV Battery Storage
Designed a stationary energy storage system at ESTRL Lab using repurposed EV batteries, integrating machine learning for state-of-health prediction.
Low-Cost Potentiostat Development
Created a portable potentiostat with automated SWV-based algorithm for heavy metal ion detection in water, validated against commercial devices.
Distracted Driver Classification
Developed a deep learning model using ResNet9 architecture to classify distracted driver behaviors, achieving 99.22% validation accuracy on the State Farm Distracted Driver Detection dataset.
QRS Detection & ECG Analysis for Arrhythmia
Developed a MATLAB-based application using the Pan-Tompkins algorithm to detect QRS complexes in ECG signals and analyze arrhythmias through QRS duration and heart rate variability.
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