Python

Engineered a high-throughput Python/OpenCV pipeline to quantify mechanochromic response, synchronizing sub-pixel tracking with rigorous CIE Lab* colorimetry.

Developed a first-principles framework to identify ‘false positive’ adhesion failures, utilizing a custom Python pipeline to automate fracture mechanics analysis.

Developing wearable diagnostic devices using thermochromic materials for real-time diabetic inflammation monitoring.