Fatima - Business Analyst PYTHON

AMADEUS S. A . S Sophia Antipolis, France Data Scientist February 2014 –Present Data scientist in different Online Travel Agencies taskforces

●Collect, clean and analyzebig volumes of data from different sources
●Apply advanced analytical methods: machine learning, data mining ,statistical models and data visualizationto answer critical business questions
●Validate business strategies using troubleshooting , AB testing and monitoring main KPIs
●Coordinate different cross functional teams of product managers and data analysts to detect industry trends and suggest potential improvements
●Communicate and interpret raw data into easily understood insights and recommendations to the clients
●Drive business decisions in order to increase the look- to-book ratio (+ 14%) Customer Choice Modelling
●Led a team of five data scientists as the scrum master to customize flight ecommendations to traveler choices
●Designed and implemented a flexible clustering algorithm adding enhancements to spark’s MLLIB
●Built and integrated a highly-performig prediction tool (90% accuracy) to predict the probability of booking of a flight recommendation
●Led end-to-end analysis of markets segmentation, and optimization of flight recommendation system
●Worked with large datasets, using distributed computing tools (Map/Reduce, Hadoop, Hive, Spark, etc)

Deloitte Consulting buissness analyst July 2013 –January 2014

●Worked on several consulting missions with high analytical context
●Data visualization using QlickView and Tableau Software,
●Data analytics on large data sets: Processing mining structures and mining models
●Data analysis exploration in high dimension to answer targeted marketing and consulting questions