Mourad - Data Scientist PYTHON

Data Scientist

As an ASTEK consultant, in the Operational research department of Air-France, leading end to end
Machine Learning projects (ticket cancellation forecasting, demand forecasting, delay forecasting...), Developing
protoypes and Industrializing in big data environments (Hadoop, spark, python).
Data Scientist - French National Geographic Institute
Part of the image processing team, working on a technology that provides interactive 3D panoramas along streets
in France : Developing image and laser automatic registration algorithms (python / C++).

Emotion recognition using facial expressions - Université Pierre et Marie Curie (4 months)
Recognition of seven emotional states (neutral, joy, sadness, surprise, anger, fear, disgust) based on facial
expressions. The classification was performed using k-NN classifier with python (Sickit-Learn).
Success/Dropout prediction for MOOC learners - Université Pierre et Marie Curie (6 months)
Analyzing the traces of MOOC Learners’ in the FUN platform: Data Exploration and Structuring with MongoDB
and Python, Data Visualizations with R, Python and Tableau Software, Predicting drop outs and failures using
Supervised Learning (Scikit-Learn)