David Faget Caño Email & Phone Number

Castile And León, Spain

Conducting applied machine learning research across various use cases and projects, collaborating on an international scale within the organization.

Valladolid, 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

Paris, 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.

Paris, 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.

Valladolid, Castilla Y León, Spain

Within 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.

Arroyo De La Encomienda, Castilla Y León, Spain

Trainer of various groups (children and adults) at the Club de Esgrima Arroyo.

Fencing referee in competitions of all categories at a regional level.

Participation in various national and international competitions.

Master'S Degree, Mathématiques, Vision, Apprentissage (Mva), 18/20

This program, hosted and shared between France's top engineering schools such as École normale supérieure Paris-Saclay, École.

Bachelor (Bsc, 4 Years), Mathematics

Activities and Societies: ㅤ ● Monitor in the EsTalMat project (project for the detection and treatment of early mathematical talent). ●.

Bachelor, Mathematics, 8.25/10

Erasmus with subjects corresponding to Bachelor's and Master's degrees in Mathematics.

Spanish Diplomas: Eso, Bachillerato / French Diplomas: Brevet, Baccalauréat.

Activities and Societies: ㅤ ● Participation in scientific meetings (Palma de Mallorca 2014). ● Participation in simulation of the United.