Ramzi Raddaoui

Software Engineer

Université Sorbonne Paris Nord•  April 2022 - August 2022

+ Reviewed SOTA of self-supervised object detection. + Benchmarked self-supervised algorithms on aerial imagery. + Adapted self-supervised object detection algorithms to aerial imagery with a mean Average Precision of 0.64 over 15 classes. + Technologies: Python 3, PyTorch, VISSL.

Software Engineer

WizyVision•  July 2021 - August 2021

+ Developed object detection models on UAV imagery with an mAP of 0.72. + Implemented a Few-Shot Learning Object Detection model on UAV imagery with an mAP of 0.67. + Performed model interpretability. + Technologies: Python 3, Tensorflow2.

Software Engineer

Comité Général des Assurances•  February 2021 - April 2021

+ Developed AI models to detect insurance frauds. + Implemented a computer vision model to detect defective parts in vehicles. + Developed a computer vision model to detect wrecked vehicles. + Centralized data into a data warehouse. + Deployed AI models using Django. + Technologies: python, sklearn, TensorFlow, django.

Software Engineer

Pentabell•  August 2019 - September 2019

Internship at Pentabell (consulting company). Developed a resume parser.