Hello! I am Marion, currently PhD candidate at the Paris Cité University. My thesis is about object detection methods based on text queries (Referring Expression Comprehension). I am passionate about Computer Vision, NLP, image-text fusion and more recently AI agents.
🛠️ Technical stack: Linux, Git, Python, SQL, Docker, QGIS, OSM, AWS, GCP
🐍 Python libraries: PyTorch, OpenCV, OpenMMLab, transformers, smolagents, LlamaIndex, LangGraph, Lightning
✨ Visualization tools: Wandb, TensorBoard, Tableau, Looker, Streamlit
🧠 Soft skills : rigor, project management, teamwork, adaptability
🤗 HuggingFace Agents Course
ⓕ Counterfactuals for Graph Neural Networks Explainability: Facebook social circles application
📊 Deep Domain Adaptation: a Discrapancy Losses Benchmark
🧬 Molecule Retrieval with Natural Language Queries
Feel free to reach me if you need any information!
💼 LinkedIn
📩 E-mail