Hacene Karrad Email & Phone Number

Toulouse, Fr

Toulouse, Occitanie, France

Toulouse, France

Key Responsibilities:- Developed and optimized neural networks for object detection andsemantic segmentation on orthophotos from drone acquisitions.- Used convolutional neural networks to detect powerline networks’defects on images (instance segmentation).- Supervised the development of a game changing 3D point cloudclassification algorithm.- Developed agricultural indices computation algorithm based on hyper-spectral satellite imagery.- Implemented of state of the art neural networks.- Set up a machine learning experiment tracking tool.- Set up non regression testing for computer vision algorithms.- Automated deployment of machine learning based algorithms using CI/CD.- Used GIS information contained in orthophotos to enhance neuralnetworks detection capabilities.- Defined an active learning routine to train an instance segmentation neuralnetwork model on a centralized and growing dataset.- Understood customer needs and defined specifications.- Coached team members in learning and using machine learning.- Coached and monitored interns.

Région De Paris, France

The main goal of the internship is to perform weakly supervised instance segmentation of wasteconveyors in order to mechanically separate different types of waste in a sorting center. The main tools that were used are convolutional neural networks that were trained on Google CloudPlatform.

Master 2 (M2), Système Embarqués Et Traitement De L'Information

Master 2 (M2), Electrical And Electronics Engineering