Sofiane MEDJKOUNE
Adress: 64 rue du chemin vert,
91800, Brunoy, France
Tel: +336.23.72.31.95
Email: sofiane.medjkoune@capgemini.com
EDUCATION
PhD student in Computer Science at École polytechnique de l'université de Nantes (Engineer School), Nantes, France, from Oct. 2010 to Nov. 2013. Research topic: Fusion Strategies of Handwritten and Audio Signals - Application for Mathematical Expressions Recognition. Funding: This work is done under the DEPART project (http://www.projet-depart.org) funded by the Pays de la Loire French region.
Master in Science on Signal, Image, Parole et Telecom (SIPT) at Grenoble Institute of Technology (Phelma Engineer School), Grenoble, France, 2009-2010
Electrical engineer (main focus: Communications Engineering) at University of Bejaia, Bejaia, Algeria, 2005-2008
Preparatory classes for engineering cycle at University of Bejaia, Bejaia, Algeria, 2003-2005
EXPERIENCE
Senior Director Data Science & Engineering for Intelligent Industry at Capgemini Invent. I support our manufacturing clients in their transformation through the implementation of innovative end-to-end solutions leveraging data and state of the art AI solution. I leverage various expertises of the Capgemini group to offer our client an end to end support from raw data at a sensor levelto the integration of developed solution within the application landscape of business teams, while considering all dimension including change management and value tracking. With over 10 years' experience, I combine technical and scientific expertise with industrial and manufacturing know-how. In particular, I am developing unique cognitive manufacturing offerings, combining industrial digital twins empowered by semantic modeling and contextualized AI orchestration delivered at scale.
Chief Data Scientist / Head of AI at METRON. Leading the developpement of the AI/ontology driven core of the METRON's plateforme for energy intelligence offer to support our industrial customer. Designing and building production-ready machine-learning models/solutions for energy optimization including consumption reduction, energy mix, flexibility, demand-response. Development of low code solution specialised on energy management and data science. Developing the data science team (from 0 to 10 persons). Supporting and coaching our end users using premium offering
Postdoctoral researcher at Ecole des Mines de Douai within the research department on computer science and automatic. The research concerns the implementation of a recommendation system for sale websites in the big data context .
Assistant Professor at Institut Universitaire de Technologie (IUT) of Nantes.Teaching within the electrical engineering department and doing research within the IRCCyN Laboratory on multimodal and handwritten graphical languages recognition.
PhD thesis in Computer Science at École polytechnique de l'université de Nantes (Engineer School), within the IRCCyN laboratory, Nantes, France, from Oct. 2010 to Nov. 2013. The research topic concerns the “Fusion Strategies of Handwritten and Audio Signals - Application for Mathematical Expressions Recognition”
Master thesis at Grenoble Institute of Technology, within the GIPSA laboratory, from Feb. to Jul 2010. The research topic concerns the “Lips images segmentation based on shape descriptors and artificial intelligence”
Internship of completion of engineer studies (PFE in French) at Bejaia University, within the laboratory of Electrical Engineering, from Feb. to Jul. 2008. The research topic concerns the “Retinal Vessel Segmentation and Background Smoothing Using Mathematical Morphology Theory”
Internship of the fourth year of engineer studies at DANONE-ALGERIE Company, from Jul. to Aug. 2007. The research topic concerns the“Mobile and Intranet Networks of DANONE-ALGERIE Company study”
COMPUTER SCIENCE SKILLS
Domains of interest: Speech recognition, Handwriting recognition, Data fusion, Artificial intelligence, Date mining, Signal and image processing, ...
Programming languages: C/C++, Perl, Python, R, VHDL, 6800/8086 and PIC, Assembly
Operating Systems: Linux (Ubuntu), Windows 98/NT/2000/XP/Vista/7, MacOS
Applications: MatLab/Scilab/Octave, LATEX/pack Libre Office/pack MS Office
TEACHING ACTIVITIES
2010-2011:
- C programming language at IUT of the University of Nantes
2011-2012:
at IUT of the University of Nantes:
- C programming language
- VHDL programming
- Digital electronic
at École polytechnique of the University of Nantes:
- Prolog programming language
- OS
2012-2013:
at IUT of the University of Nantes:
- C programming language
- VHDL programming
- Digital electronic
at École polytechnique of the University of Nantes:
- Advanced Artificial intelligence: neural networks, SVM, HMM, rejection, cross-validation, ...
2013-2015:
at IUT of the University of Nantes:
- C programming language
- VHDL programming
- Digital and analog electronic
- Automation
- Networks
- Digital Analysis
- Linux on embedded systems
at École polytechnique of the University of Nantes:
- Advanced Artificial intelligence : neural networks, SVM, HMM, rejection, cross-validation, ...
LANGUAGES SKILLS
- Kabyle: mother tongue
- French, Arabic: fluent
- English: high level