About Me
About Me
I currently work as a research scientist at Cairn Biosciences.
Before that, I graduated with a PhD in Image Processing and Computer Vision at the Center for Mathematical Morphology of Mines ParisTech, under the supervision of Fernand Meyer and Santiago Velasco-Forero.
I also hold a M.Sc. degree in Image Processing from Aix-Marseille University and a generalist engineer degree from Centrale Marseille in 2014.
My research interests include
Image Processing
Graph Signal Processing
Computer Vision
Pattern Recognition
Deep Learning
Job Experiences
Data Scientist
Cairn Biosciences is delivering next-generation live cell-based assays to guide the efficient and rapid discovery and optimization of safe and efficacious medicines for serious diseases.
Machine-learning and computer vision-enabled analysis platform to extract novel insights from Cairn’s drug discovery engine.
2019 - present
Research Engineer
PhD in Image Processing, under the supervision of Fernand Meyer and Santiago Velasco-Forero. Thesis subject : Image characterization by local contour signatures. Mathematical morphology, pattern recognition and machine learning.
2014 - 2018
Software Engineer
Software engineer in the Search, Shopping and Pricing section of Amadeus, and more specifically in the pricing part of the tickets search engine of the company. Programming in C and Perl under Windows.
June-October 2014
Computer Vision R&D Training Period
The CEA LIST researchers work on smart digital systems, the development is focused on embedded systems, interactive systems, sensors and signal processing. Supervisor: Hervé Le Borgne, research-engineer ; "Objects recognition and localization in images". Creation and implementation of an original algorithm to recognize and localize objects in images (pattern recognition and localization). Work with big databases of image descriptors (big data issues), use of statistical tools, of machine learning theory and image and signal processing tools. Programming in C++ (OOP - oriented-object programming) under Linux. Grade obtained: Very Good.
April-September 2013
Economic Research Training Period
Supervisors : Jean-Luc Gaffard and Lionel Nesta, respectively director and deputy director of the "Innovation, Competition and Growth" department. "Heterogeneity in Markups, Productivity and the Export Status: Evidence from French Manufacturing Firms"(working paper). Use of statistical tools and development of a statistical model (econometrics) to solve an economic problem. Work with big databases, use of the advanced statistics software Stata, writing of an article. Grade obtained: Very Good. Article here:
Heterogeneity in the Euro Effect on Markups: Evidence from French Manufacturing Firms
June-August 2012
Education
PhD in Image Processing and Computer Vision
PhD in Image Processing, under the supervision of Fernand Meyer and Santiago Velasco-Forero. Thesis subject : Image characterization by local contour signatures. Mathematical morphology, pattern recognition and machine learning.
2014 - present
Grande Ecole - Information Science and Technology & Management and Entrepreneurship, Last Year GPA: 3.77/4
Statistical Modeling for Complex Systems, Statistics and Probabilities, Statistical Signal Processing, Image Processing, Computer Programming, Finance and Strategy, Project Management, Corporate Strategy, Marketing, Business Plan, Business Valuation
2010-2013
MsC in Signal and Image Processing
Université Paul Cézanne (Aix-Marseille III)
Optics, Photonics, Signal and Image, specialty Signal and Image. Main courses: Signal Processing, Statistical Image Processing, Markov Models for Signal and Image, Wavelets and Multi-Resolution Analysis, Deconvolution Methods, Instrumental Images Retrieval, Medical Imagery
2012-2013