David Faget Caño Email and Phone Number
I'm a Data Scientist with expertise in deep learning, natural language processing (NLP), and computer vision, with experience in both academic research and industrial applications. My career is dedicated to bridging the gap between cutting-edge research and real-world deployment, ensuring that theoretical innovations translate into practical solutions. Notable achievements include developing a novel deep learning explainability method, optimizing models for efficiency, and ensuring seamless deployment at scale.My academic journey includes the prestigious MVA Master’s (Mathematics, Vision, Learning) in Artificial Intelligence from ENS Paris-Saclay, which is globally ranked No. 1 in Mathematics. My strong mathematical background has enhanced my understanding of AI's theoretical principles and equipped me with the skills to develop and implement innovative AI solutions.🤖 https://github.com/DavidFaget📧 dav.faget@gmail.com
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Ai Research ScientistNielseniqCastile And León, Spain -
Junior Ai Research ScientistNielseniq Nov 2024 - PresentConducting applied machine learning research across various use cases and projects, collaborating on an international scale within the organization.
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Data ScientistMichelin Sep 2024 - Nov 2024Valladolid, Castilla Y León, España● Predictive Maintenance: Applying Deep Learning, including time series forecasting and anomaly detection, to predict equipment failures and enhance system reliability.● Data Reporting & Visualization: Developing data-driven insights with Power BI and MicroStrategy for decision support.● Project Management: Led a project utilizing computer vision for recognizing industrial machines, significantly improving automation and operational efficiency.Technologies: Python (PyTorch, TensorFlow, Pandas), SQL, PI Osisoft, Power BI, MicroStrategy, Dataiku -
Ai Research ScientistCentre Borelli Apr 2024 - Sep 2024Paris, Île-De-France, France● Development, training and optimization of Deep Learning models (classification, retrieval, CNN, ViT, CLIP) for image processing.● Developed and published a novel interpretability technique for convolutional neural networks to ensure transparency and reliability in AI-generated results.● Contributed to the European project HORIZON VERA.AI, which focuses on combating misinformation, particularly through analyzing and verifying images using artificial intelligence. Technologies: Python, C++, TensorFlow, PyTorch, Keras, scikit-learn, Hugging Face Transformers, OpenAI, OpenCV, NumPy, Pandas, Jupyter, Git. -
R&D Data ScientistGreater Paris University Hospitals - Ap-Hp Sep 2023 - Apr 2024Paris, Île-De-France, France● Exploration and training of different Deep Learning models for clot detection and 3D segmentation (U-Net, V-Net, Swin Transformer,...).● Evaluation and optimization of these models to enhance performance and accuracy.● Pre-processing of medical scans (DICOM) using morphological operations.This work was recognized for outstanding impact by healthcare experts. -
Data AnalystNtt Data Jan 2023 - Sep 2023Valladolid, Castilla Y León, SpainWithin the Data & Analytics team, I carried out the following missions:● Advanced data manipulation with Python (Pandas, NumPy, etc.), SQL and Bash.● Collaboration in development and consulting projects for leading companies in Energy, Utilities, Banking and Telecommunications.● Optimization of existing code, to improve efficiency and comprehension.● Use of cloud technologies, especially Microsoft Azure.● Collaboration in project planning. -
Fencing CoachReal Federación Española De Esgrima Sep 2022 - Jun 2023Arroyo De La Encomienda, Castilla Y León, SpainTrainer of various groups (children and adults) at the Club de Esgrima Arroyo. -
Fencing RefereeRoyal Spanish Fencing Federation Apr 2018 - Jun 2023Fencing referee in competitions of all categories at a regional level.
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High Performance AthleteRoyan Spanish Fencing Federation Sep 2008 - Jun 2021Participation in various national and international competitions.
David Faget Caño Education Details
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Mathematics -
8.25/10 -
Lycée Français De Castilla Y LeónSpanish Diplomas: Eso, Bachillerato / French Diplomas: Brevet, Baccalauréat.
Frequently Asked Questions about David Faget Caño
What company does David Faget Caño work for?
David Faget Caño works for Nielseniq
What is David Faget Caño's role at the current company?
David Faget Caño's current role is AI Research Scientist.
What schools did David Faget Caño attend?
David Faget Caño attended École Normale Supérieure Paris-Saclay, University Of Valladolid, University Of Coimbra, Lycée Français De Castilla Y León.
Who are David Faget Caño's colleagues?
David Faget Caño's colleagues are Anna A., Maggie Lenkiewicz, Tanuja Naik, Komal Patil, Jessica Lim, Faith Conlin Morais, Prachi Pragya.
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