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Skills
SAS, Algorithms, neural networks, deep learning, computer vision, activity recognition, sensor, ALGORITHM, machine-learning, neural network, Data analysis, CMOS
Project history
09/2019
-
02/2021
CONSULTANT
Freelance
* Worked for a project involving biometry, deep learning and computer vision.
* Assessment of the integrity of digital visual media, deepfake detection.
01/2016
-
12/2017
ALGORITHM DEVELOPER
Continental Automotive
* R&D for the Advanced Driver-Assistance Systems (ADAS) group.
* Developed a machine-learning based method for weather scenario classification.
* Implemented a single-shot neural network for real-time pothole and speed-bump detection.
09/2012
-
11/2015
PHD IN PARTICLE PHYSICS
PICSEL lab, University of Strasbourg
* Created a method for measuring momenta of soft particles in the inner detector at Belle II Japan.
* Data analysis of our CMOS detectors at DESY Germany and CERN Switzerland.
* Developed algorithms for measuring the deformations of detectors from the reconstructed particle tracks.
* Sensitivity analysis to a measurement of new physics in Belle II experiment based on simulations.
01/2010
-
12/2012
RESEARCHER
FOTON lab
* Research for amplification in optical fibers using Erbium-doped microspheres.
01/2008
-
12/2012
TEACHING ASSISTANT
Politehnica University of Timisoara
* Giving physics lectures and practical work for first year students of different engineering specializations.
01/2009
-
01/2010
RESEARCHER
International Atomic Energy Agency
* Building and testing of a low-cost digital fluoroscopic system for non-destructive material inspection.
Local Availability
Only available in these countries:
France
CONSULTANT, FOUNDER, ALGORITHM DEVELOPER
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