As an AI enthusiast, I am deeply passionate about AI that is designed to positively impact humanity while safeguarding our natural environment. I am especially interested in the Medical Imaging field ⚕️ and I developed a taste for protein ontology with Graphs & NLP. When I'm not reading 📚, I enjoy taking photos 📸.

📫 Reach me on

• 👩‍: MVA MSc student MVA "Mathématiques, Vision, Apprentissage" @ ENS-Paris-Saclay. The MVA Master is one of the most prestigious master degree in the field of machine learning in France.
• 👩‍🎓: Graduated Engineer in Computer Science and Applied Mathematics - option Image & Multimedia @ Toulouse INP - ENSEEIHT. Did an exchange spring semester at DCU (Dublin City University).
• 👩‍🎓: CPGE student (Advanced Mathematics and Physics courses in preparation for the competitive examination to Moroccan and French “Grandes Ecoles”. Ranked 70/3500 at the Concours National Commun in Morocco).

• (current) ⚕️ - GE HealthCare : Multi-task Learning on Mammographs Images for image restoration.
  • Multi-task Learning denoising deblurring pytorch
• 🏗️ SGR Paris : Pattern recognition in multivariate time series.
  • Building science Physics ML tslearn Azure Git
• ♻️ TéSA Laboratory : Object classification and detection for Paprec Group, a French leader in recycling solutions. Method based on image descriptors (HOG and DPM) and Support Vector Machines (SVM).
  • Image detection HOG SVM YOLO scikit-learn skimage opencv
• 🚝 SNCF Réseau : Improved railway data on Java Application and collaborated in forecasting of daily flows of patients in hospital emergencies over Covid periods.
  • ARIMA R Time Series JAVA plug-in

• Radiation Dose Prediction for Cancer Patients

  • U-NET Architecture clinical dose CT scans dilated convolutions Pytorch

• Cellular Component Ontology Prediction

  • Protein sequence and structure Amino-acids classification NLP Graphs Pytorch HuggingFace

• Clicks removal in audio signals

  • Signal Processing Inpainting U-NET Architecture Pytorch

• Birds Classification with Vision Transformers (ViT)

  • Computer Vision Transfer Learning Vision Transformers Pytorch HuggingFace

• Image detection with semi-supervised Learning

  • Distillation Consistency loss Teacher-Student Advanced data augmentation Dataset Annotation LabelImg

• 3D reconstruction with Shape-from-Silhouette

  • Matlab Blender