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.
Machine Learning
Python
IoT
Energy Storage
2024 – Present
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Low-Cost Potentiostat Development
Created a portable potentiostat with automated SWV-based algorithm for heavy metal ion detection in water, validated against commercial devices.
Embedded Systems
Web App
Mobile App
Arduino
2023 – 2024
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Distracted Driver Classification
Deep learning model using ResNet9 to classify distracted driver behaviors, achieving 99.22% validation accuracy on State Farm dataset.
Python
PyTorch
ResNet9
Image Augmentation
2023
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QRS Detection & ECG Arrhythmia Analysis
MATLAB application using Pan-Tompkins algorithm to detect QRS complexes in ECG signals and analyze arrhythmias through heart rate variability.
MATLAB
Pan-Tompkins
ECG Processing
App Designer
2023
GitHub
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