Julien Miranda
Head of Machine Learning @Donecle
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WORK HISTORY
Head of Machine Learning @Donecle
Leading a team of 5 engineers focused on the design, training, and deployment of machine learning models for the analysis of multimodal data acquired by drones- Conception and maintenance of a complete pipeline: data annotation, active learning, model calibration, and training management on an in-house compute server equipped with high-performance GPUs - Responsible of MLOps workflows, including automated training and validation pipelines, model monitoring, and delivery of production-ready models integrated into client applications via TorchScript- Extensive use of PyTorch for developing custom solutions in computer vision- Supervision of R&D activities, driving innovation to enhance system performance and address market demands- Delivered successful client deployments, with models actively used in production, meeting industrial performance and reliability standards.
EDUCATION
Grenoble INP - Phelma
Master 2 (M2), Sciences cognitives
Lycée Georges Duby
Baccalauréat, Sciences
Grenoble INP - Ense3
Diplôme d'ingénieur, Automatique, Systèmes et Information
Université Paul Sabatier Toulouse III
Research Doctorate, Intelligence artificielle
SKILLS
ABOUT JULIEN MIRANDA
With 7 years of experience in machine learning and computer vision, I lead a team dedicated to developing cutting-edge AI solutions, from research to production. Holding a Ph.D. in object recognition under real-world constraints (focused on few-shot learning and ML theory), I specialize in bridging academic innovation and industrial application, with 3D vision for intelligent perception and reconstruction. Passionate about artificial intelligence, robotics, and image processing, I thrive on solving complex challenges and delivering impactful results in high-tech environments.
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