Simone Vernengo

Ai Engineer R & d @Stellantis

Turin, IT

Researched, trained, and evaluated deep learning models for autonomous driving applications- Led training and evaluation of custom deep learning models for trajectory classification, iteratively improving performance against key metrics- Reviewed scientific and technical literature to propose possible future Deep Learning-based architectures- Proposed and implemented training process adjustments that reduced training time by approximately 50%- Designed custom evaluation metrics tailored to the algorithm’s use case, enabling identification of hard negatives and allowing further research into improved methods- Enhanced the in-house training and evaluation framework, improving user experience through better configuration management and logging- Debugged and optimized current and legacy code, improving annotation accuracy in the in-house auto-labeling pipeline.

Università degli Studi di Torino

Master of Science - MS

Università degli studi di Palermo

Bachelor's degree