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Professional Experience
Professional Experience
Research
Research
Research Engineer, Orange Labs, (France Telecom)
Issy-les-Moulineaux, September 2013 - October 2014
- Developed Self-organizing solutions for SAR reduction in LTE-A networks.
- Evaluated adaptive and control algorithms for RAN mechanisms optimization.
- Tools: Stochastic Approximation, queueing theory and machine Learning.
Engineer trainee/Ph.D. Research, Laboratoire Informatique d’Avignon, LIA
Thesis in the Scope of the ANR ECOSCELLS "Effcient Cooperating Small Cells" Research project.
Avignon, December 2009 - December 2012
- Designed and implemented interferences management algorithms in 4G.
- Technical correspondent in ECOSCELLS project for a Matlab simulator evolutions
- Evaluated optimal control for routing scenarios in Delay Tolerant Networks.
- Tools: Reinforcement Learning, Stochastic Optimization and Game theory.
Avignon, September 2009 – December 2009
- Implemented a simulator (Java/ Matlab) of radio interface optimization algorithms: MLB, ICIC, frequency planning between Small-Macro-Cells
- Proposed and defined WiMAX/HSPA coupling architecture and RRM strategies for interference management.
- Implemented machine learning technics.
Engineer trainee, Laboratoire Informatique d’Avignon, LIA
Avignon, March 2009 - September 2009
- End of study project on “Enhancement performance tuning and cross layer optimization in WiMAX IEEE802.16D”
- Queuing theory and queue programming.
- Learning algorithms in game theory, inter-networking between different technologies.
Internship
Internship
Trainee developer, FirstMile Telekom SA
Casablanca, July 2008 – September 2008
- Development of an intranet web application allowing users to access personal registers.
- Users access grant allocation with personal specifications and administration interface.
- UML modeling, JSF framework and Mysql data base.
Teaching
Teaching
Lecturer(A.T.E.R), Laboratoire Informatique dAvignon, LIA
Avignon, September 2012 - September 2013
- Held 192h of courses, tutorials and lab sections in wireless networks (ad-hoc or hierarchical) and programming.
- Taught network security and VoIP.
Enseignements outre poste A.T.E.R
- Module APFP(Accompagnement au Projet de Formation et Professionnel) niveau Licences 1.
- TD Simulation d’un réseau DTN sur terminaux mobiles (J2ME, Bluetooth). Niveau Master 1.
- TD Simulation d’un réseau DTN sur terminaux mobiles. Niveau Master 1(IST Rabat Maroc).
- TD Programmation orientée objet (Projet Java), niveau Licences 2.
- Suivit de projet étudiant : Programmation embarquée sur Android, niveau Master 1.
- TD Algorithmique Avancée, niveau Master 1.
- TD Développement Android (Intégration de services dans les réseaux) niveau Master 2.
- TD Ingénierie et Planification Réseau (Simulation de l’interface radio), niveau Master 1.
Enseignements de Poste A.T.E.R
- Cours, TDs et Applications sur la VoIP(M2)
- Introduction aux Réseaux télécoms Cours et TPs (L2)
- Algorithmique Avancée (M1)
- Projet réseau (L3)
- Supervision Réseau : Cours et TPs (M1)
Education
Education
Doctorate of Philosophy, Network and Computer Science. Defended on December 13th 2012. (Mention Très honorable : Highest Grade)
University of Avignon (CERI-LIA), Avignon France.
Dissertation: Study of distributed algorithms and learning methods in autonomous and heterogeneous networks.
Advisor: Rachid Elazouzi and Yezekael Hayel.
Telecommunications engineer degree; Minor: Networks and mobile radio engineering,
National Institute of Post and Telecommunications, INPT Rabat Morocco.
B.S (DEUG). Math & Physics July 2006
FSTM Mohammedia, Morocco.
Baccalaureate. Scientific July 2004
CEG AKPAKPA-CENTRE Cotonou BENIN
2009-2012
2006- 2009
2004-2006
2004
General interests
I am otherwise interested in reading, music, traveling and basketball.
Awards and Distinctions
- IFIP Student Travel Grant Award at Wireless Days 2011
- Paper nominated for Student Best Paper Award ITC 2013
- Qualifié au poste de Maître de Conférences des Universités
- International competition SIFE -Student in Free enterprise- INPT 2008
- Second Place in CDG Social Responsibility competition INPT 2008.
- Committee responsible in Moroccan National Engineering School Group fair organization 2008.
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