CV
Professional Experience
Since October 2019
Associate Professor at Univ Bretagne Sud within IRISA, Obelix team.
From January 2018 to September 2019
Research Fellow at Faculty of IT, Monash University, Melbourne (Australia)
Classification of time series
- Scalability
- Application to satellite image time series
October 2014 to December 2017
Ph.D. at the CESBIO laboratory, Toulouse University (France)
Land cover mapping over large areas using high resolution satellite image time series. Identification et processing of mislabeled training data. (manuscript in French)
February to August 2014
Internship at CNES (French Space Agency), Toulouse (France)
Analysis of invariant elements in SPOT and MRO-CTX image time series
- detection of flooded areas in France and detection of new impacts on Mars
- creation of edge maps in the context of change detection
June to August 2013
Internship at CSPL, POSTECH University, Pohang (South Korea)
Implementation of face detection methods on Android platforms
- using Viola-Jones algorithm
- coding experience in Java with OpenCV library
Education
2014 - 2017
Doctoral candidate at Toulouse University
Supervision: Silvia Valero and Gérard Dedieu (CNES)
Land cover mapping over large areas using high resolution satellite image time series. Identification et processing of mislabeled training data.
2013 - 2014
Master's Degree, Bordeaux 1 University (France)
Specialization in signal and image processing
2011 - 2014
ENSEIRB-MATMECA/INP (Graduate School of Engineering in France), Bordeaux (France)
Higher study in Electronics specialized in signal and image processing with distinction
2009 - 2011
French "classes préparatoires" PCSI/PC*, Lycée Clémenceau, Nantes (France)
A two year intensive Physics and Chemistry course in preparation for the selective entrance examination to French engineering schools
2009
Baccalauréat S, Lycée Alain René Lesage, Vannes (France)
Equivalent to High School Diploma in Mathematics with distinction
Skills
Data Science & Signal and Image Processing
- Machine learning, deep learning, classification, segmentation
- Time series analysis
- Pattern recognition
- Remote sensing (mainly optical satellite images)
- Geographic Information System (GIS)
Computer skills
- C/C++, Java (Eclipse/BlueJ), ADA
- Python, Matlab, Maple
- CUDA, OpenCL
- VHDL (Xilinx ISE), FPGA, DSP, PIC microcontroller
Electronic skills
- Simulation of analog and digital circuits (Cadence) and printed circuits (Orcad)
- Proficient with digital oscilloscopes, basic knowledge on spectrum analyzer
Languages
- French: native speaker
- English: advanced (IELTS 7 on 01/2013 and Toefl IBT 100 on 11/2017 - Leaving in Ireland in July-August 2012 and Australia from January 2018 to September 2020)
- German: basic knowledge