My track record across academia and industry.
Stellantis · Battery State Estimation & OTA Analytics
Engineered ImpedanceZ, an internal EIS platform for Stellantis' OTA team using React, TypeScript, Three.js, FastAPI, SQLite, and C++ to unify 3D circuit configuration, simulation, and hardware control, reducing estimated PCB prototype iteration costs by ~$1,050 per cycle.
University of Windsor · School of Computer Science
Led a weekly Software Development lab for 37 students, teaching Java, OOP, and MySQL through live coding, debugging demos, and guided practice with classes, inheritance, collections, queries, joins, and schema design while returning grades within 48 hours.
Stellantis · Battery State Estimation & OTA Analytics
Developed an end-to-end battery anomaly-detection pipeline over EV BMS logs using Python, pandas, NumPy, scikit-learn, and tree-based gradient-boosting models to flag risky cells/packs, improving detection precision at fixed recall by 21%.
Glendor, Inc. · Medical Imaging
Built a Python/OpenCV pipeline to detect and blur PHI in 2000+ medical images, tuning CV models and automating reports to reach 92% F1 while eliminating 96% of the manual file-handling work.
