Valeo Software Engineer interview experience

I was grilled on topics like object detection and prediction, as well as model architecture details such as CNN structures and sequences involving RNNs, including LSTM. We also got into practical pieces like OpenCV usage, data augmentation, how images were processed, and how cross-validation was handled.

The questions kept going into evaluation territory too—performance analysis and monitoring deep learning models were part of the conversation. I walked away feeling like I’d been tested for real depth rather than surface familiarity, and the overall difficulty landed squarely in the