Federico Pierucci
Ml Senior Research Engeneer @Litesense
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WORK HISTORY
Ml Senior Research Engeneer @Litesense
Grenoble, FR
I\'m between the scientific research and the product development. Bring computer vision intelligence to the tiniest devices. Enable applications on the lowest power batteries or where network connectivity is unavailable. Optimize deep neural networks for the lowest computational resources. Keep track of the scientific state of art and adapt it to our use-cases. Invent new products.Scientific subjects:* multiple object detection* image denoising* super-resolution in videosSensors* low resolution thermal cameras LWIR (less than 100 x 100 pixels)* medium resolution RGB camera (less than 512 x 512 pixels)Computational devices* board with neural accelerator (0.1 watt)Business & marketing* visit international industrial fair and talk with potential business partners in.Frameworks: Pytorch, opencv, pytorch lightning, onnx, docker, clearML,
EDUCATION
Université Grenoble Alpes
Doctor of Philosophy - PhD, Computational and Applied Mathematics
Alma Mater Studiorum – Università di Bologna
Laurea, Theoretical Mathematics
Università di Trento
Laurea Specialistica, Mathematics
Pierre and Marie Curie University
Erasmus project, Applied Mathematics
ABOUT FEDERICO PIERUCCI
I\'m looking for projects on embedded AI, computer vision, and any sensor like infrared, thermal camera, LiDAR, RADAR; mobile cameras on drones or fix cameras to detect drones-Passion for innovation is part of me. My dream is to work to improve the citizen\'s quality of life. My main interest is to work in technology transfer and make a bridge between academy and industry.I love multicultural and multi-linguistic teams, I look for a place where in my daily work I can find my own space to flourish, both personally and professionally.Curious and eager to learn. New algorithms, new programming languages, new hardware computational devices, new sensor devices, new team mates.I love to work in my current team, where each member has different backgrounds, different skills, different habits, and different. point of view. I consider good communication and excellent human relations between team members as the key for effectiveness. My research interests are Machine Learning, Numerical Optimization, Embedded Computation for Light Architectures, and Computer Vision.
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