experiences

Programming language

language

Python
Java
R
PHP

Spark
Dart
C
Gamel

DBMS

PostGres
PostGis
MongoDB
HBase

Data science

Machine learning and Deep learning
Supervised learning
Unsupervised learning
Reinforcement learning
Natural Language Processing

Data Process

Data extraction

Data pre-processing

Data modeling

Data visualization

Technologies

Python
R
Tensorflow
Keras
Pytorch
Scikit-learn

Big Data

Hadoop ,
Spark,
HBase ,
Cloudera
MongoDB

Computer Vision

Handwrittenncharacters generation using tensorflow and GAN(Gerenative Adversarial Network)
Object features extraction using SIFT descriptor.
Noise reduction with gaussian filter.
Plants classification using CNN ( technologies : tensorflow, keras and python )
Skin detection

Segmentation and detection of objects

skin detection

Virtual Reallity & Augmented Reallity

FOURNITURE

Make easy the furnitures selling
Improve the installation and configuration of furnitures
Help to check the compatibility of the architecture.

architecture of the our detection system

Chair 1 at 2 different positions

chair 2 at 1 position

Intelligent Systems Simulation

Artificial intelligence Simulation and Modeling of Multi-Agent Systems under the GAMA platform : Decision support system for bus system operation in a city with the multi-agent method

Simulation of traffic management at intersections : In this project, we used the programing language Gaml to develop it on the Gama platform

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