MALLE

Zoumana ** Résidence du Parc de Petit Bourg, 91000-Evry-France

H +33-76-83-69-256

B ac84jr@r.postjobfree.com

Academic Qualifications

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**** - **** ***, *********** *** Multimedia Systems, Vietnam National University (VNU), Hanoi-Vietnam, .

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2016 - 2018 MSc, Enterprise Digital Content Engineering, Rochelle University, Rochelle- France, .

{ 2014 - 2016 BSc, Multimedia, CAMM-BFK, Bamako-Mali, .

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2010 - 2014 MS, Business Legislation, University of Legal and Political Sciences (USJPB), Bamako-Mali, .

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2010 - 2013 BSc, Computer Science, University Institute of Management (IUG), Bamako-Mali,

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Skills

{ Technical : Python, Java, C++, C#, Javascript, Prolog Data Mining techniques, Github, Matlab, Protege, LaTeX, MeshLab, CloudCompare

{ Machine Learning : ( Tensorflow(currently learning), Weka, Scikitlearn, Keras, KNN, K-MEANS, SVM

{ GAMA Platform : (Modeling and Simulation Complex Systems)

{ Computer Vision: (OpenCV)

{ Pattern recognition : (Bayesian classification, SVM-based classification, classification using neural networks, self-organization using the Kohonen network)

{ Virtual and Augmented Reality : (OpenGL, ArToolKit)

{ Reasoning and Uncertainty : (Propositional logic, modal logic, fuzzy logic, Bayesian networks)

{ Multi-Agent System and Artificial Intelligence : (GAMA and JADE)

{ Indexing multimedia content : (Clustering and Indexation, Multiscale and multi-orientation invariant signatures for pattern recognition and multimedia indexing)

{ Web design and development: Asp.NET, Java EE, Spring, Hibernate, Django, Wordpress, NodeJS, AngularJS, Jquery.

{ Languages: English, French, Vietnamese.

Projects

Text detection : Detecting Text in Natural Image with Connectionist Text Proposal Network; id card detect for every horizontal scene text detection (Tensorflow). Personal work Supervised : Recognition of human activities based on multi-views Image processing and Computer Vision: image enhancement, contrast, segmentation, contour detection, face recognition with Convolutional Neural Network (CNN), skin detection, motion detection in a video stream... in C++ & Python.

Pattern recognition: Face recognition, Studies and experimentation of the classification of natural scenes in Python.

complex systems simulation : ants, flood evacuation, fire with GAMA platform. Data- mining : Analysis of meteorological data on forest fires in Portugal with Tanagra. Indexing multimedia content : indexing of images by content using Hu Moments, color histograms, KNN in python.

Constraint programming : realization with the Java OpenCBLS (local searches) and CHOCO

(programming by constraints exhaustive and optimal search) libraries of course scheduling and optimization programs (Course scheduling and Bin Packing). Ontology & Semantic Web : Social network simulation with python library Rdflib for the construction of the RDF and Jena Serveur for deployment of RDF file. Employment & Work Experience

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Jan 2019 -

Dec 2019

ISCD lab at Sorbonne University - The institute for computing and data science, Research engineer, Paris, France.

- Digital Humanities.

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July 2018 -

Dec 2018

MATIS lab - Geo-Information Science of the French Mapping Agency, Re- search internship, Paris,France.

- Extraction of cues for inside/outside scan registration.

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Nov 2015 -

Nov 2016

SENE CENTER, Head of IT and Media, Bamako, Mali.

- Design of the web platforms, in charge of the structure’s social media and audiovisual visibility, complete IT security analysis, databases, data structuration, strategic analyses.

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Sept 2013 -

March 2017

TOURELA TECHNOLOGY, Co-founder of Tourela Technology, Bamako, Mali.

- Network Security and Databases, Design Management Software packages (5), Web Development Manager (11 Websites), Project management, Business Analyst. References

{ Mr. Ho Tuong Vinh, Phd, Head of Training & Vice Director at the IFI (Institut Francophone International), Vietnam National University; Email: ac84jr@r.postjobfree.com

{ Mrs. Vu Thi Huong Giang, PhD, Deputy Head of Department of Software Engineering, SoICT-HUST (School of Information and Communication Technology - Hanoi University of Science and Technology); Email: ac84jr@r.postjobfree.com

{ Mrs. Nguyen Thi Oanh, Phd,, Lecturer, SoICT-HUST (School of Information and Communica- tion Technology - Hanoi University of Science and Technology); Email:ac84jr@r.postjobfree.com

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