I am a researcher in data science, with an interest in structured classification and optimization. My research is motivated by remote sensing applications and the handling of spatial data in general (satellite images, LiDAR point clouds, maps).
I studied applied mathematics, statistics, numerical optimization and computer science, as well as applied fields such as demography and transportation systems.
Positions:
Researcher:
Teaching Assistant:
– 2016 – current: Master DésiGéo, ENSG, Introduction to machine Learning
– 2017 – current: Master PPMD, ENSG, Structured learning
– 2015: Master MVA, ENS Cachan : Introduction to graphical models
Supervised internships:
– 2017 : Time series analysis on Sentinel satellite data with integration of knowledge for classification of agricultural parcels. Simon Bailly (Phelma – SICOM, Grenoble INP).
– 2016: Semantic segmentation of point clouds for mobile mapping. Stephane Guinard (PPMD, ENSG).
Education:
2012-2016, PhD, ENS Ulm: Learning structured models on weighted graphs, with applications to spatial data analysis
SIERRA Team, INRIA, IMAGINE Team, ENPC ParisTech
Supervisors: Francis Bach & Guillaume Obozinski
2012: Master MVA, ENS Cachan: Machine Learning and Vision
2012: Master IMI, ENPC ParisTech: Statistics and Computer Science
2011: Master PAPDD, AgroParisTech: Public Policy Analysis and Urbanism
2007: Ecole Polytechnique: Computer Science and Applied Mathematics
