My track record across academia and industry.
Stellantis · Battery OTA Analytics
Engineered an internal EIS platform for Stellantis' OTA team using React, TypeScript, C++, FastAPI, and SQLite to unify 3D circuit configuration, simulation, hardware control, reducing board iteration costs by $1,050.
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
Developed an end-to-end battery fault-detection pipeline over EV BMS logs using Python, pandas, NumPy, scikit-learn, and tree-based gradient-boosting models to automatically flag risky cells/packs, improving fault-flagging 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.
