Postdoctoral Researcher

• Feb 2023 - Present

Post-doc

• Jan 2021 - Feb 2023

Post-doctoral research on the analysis of forestry data with deep learning methods: - Supervised and weakly-supervised 3D deep learning for vegetation structure analysis. - Multi-source forestry data analysis (multi-data 3D LiDAR point clouds + aerial images). - 3D tree database creation. Post-doctoral research on the analysis of forestry data with deep learning methods: - Supervised and weakly-supervised 3D deep learning for vegetation structure analysis. - Multi-source forestry data analysis (multi-data 3D LiDAR point clouds + aerial images). - 3D tree database creation.

PHD Student

• Oct 2017 - Sep 2020

Elaboration of unsupervised algorithms for satellite image time series analysis - Deployment of autoencoder-base neural network models for feature extraction - Bi-temporal change detection by feature translation - Multi-temporal change analysis and modelling with graph-based approaches - Time-series clustering by spatio-temporal feature extraction and object detection - Teaching assistant for “Algorithms and Programming” and “Data Analysis” courses Elaboration of unsupervised algorithms for satellite image time series analysis - Deployment of autoencoder-base neural network models for feature extraction - Bi-temporal change detection by feature translation - Multi-temporal change analysis and modelling with graph-based approaches - Time-series clustering by spatio-temporal feature extraction and object detection - Teaching assistant for “Algorithms and Programming” and “Data Analysis” courses

Intern

• Feb 2017 - Sep 2017

Classification of “black bodies” on the sea surface (oil/not oil) on SAR images - Determination and qualification of parameters of “black bodies” - Elaboration and performance analysis of different algorithms for the classification of “black bodies” Classification of “black bodies” on the sea surface (oil/not oil) on SAR images - Determination and qualification of parameters of “black bodies” - Elaboration and performance analysis of different algorithms for the classification of “black bodies”

Intern

• Jun 2016 - Sep 2016

Analyses and manipulation of satellite image time series - Automation of analyses of satellite images - Publication of an image dataset as open source data Analyses and manipulation of satellite image time series - Automation of analyses of satellite images - Publication of an image dataset as open source data

Industrial designer and translator

• Jan 2015 - May 2016

Industrial designer and translator - Translation and layout of bilingual drawings in AutoCAD Industrial designer and translator - Translation and layout of bilingual drawings in AutoCAD

Engineer

• Feb 2015 - Mar 2015

Examination of civil engineering buildings and structures for general renovations Examination of civil engineering buildings and structures for general renovations

Engineer of Department “Estimation of construction effects”

• May 2011 - Jul 2014

Estimation of construction effects - Elaboration of programs of geotechnical monitoring - Elaboration of regulations for the calculation, treatment and recycling of waste - Treatment of results of examination of objects of civil engineering Estimation of construction effects - Elaboration of programs of geotechnical monitoring - Elaboration of regulations for the calculation, treatment and recycling of waste - Treatment of results of examination of objects of civil engineering