Alexandra Lorenzo

Lead Data Scientist (NLP/CV): - Trusted AI : How to evaluate RAG models ? - Trusted AI, paper at MICCAI [Efficient Precision Control in Object Detection Models for Enhanced and Reliable Ovarian Follicle Counting, V.Blot, A. Lorenzo, I. Sellami, N.Brunel] - Generative Algorithms : Data Augmentation with GANs, Deep Fakes - Accelerate annotation : semi-supervised labellisation, Active Learning - Transformers : Comparison of Transformers with classic CNN - Transparency and Ethical algorithms : global and local intelligibility. Biais algorithms analysis and transparency in models and data (Model Cards and Data Sheets) - AI Documentary: OCR and Multimodal tools benchmark (https://medium.com/capgemini-invent-lab)

- Health : Lead Tech of an R&D project (1 year and half) on detecting Small fiber neuropathy in biopsy images > Patent submitted on AI Machine Learning models - Aerospatial : Comparison of Deep Learning models with signal processing in Image Registration - Augmented Reality : creating an algorithm to try jewellery in real-time using 2D pictures - 2D Simulation : using GANs create new scenary in a constraint environments - Aerospatial : pre-manufactured building detection using satellite imagery from IGN open source - International Forum Cybersecurity : co-organizer of AI challenges (Year#1: threat detection, Year#2 : Deep Fakes) - Predictive Maintenance : Lead Tech of 2 DS Team-creating multiple algorithms for anomaly detection in aerospatial company - Industry : Geomarketing using machine learning model to improve sales car - HR: forecasting mass salary in energy company - Deep Learning and Computer Vision courses