Anass Bellachehab Email & Phone Number

Issy Les Moulinaux

• December 2016-June 2017: Predictive maintenance and anomaly detection in société générale’s IT systemsThe project is part of the big data department’s strategy to explore machine learning solutions forpredictive.
• Identifying relevant metrics for performance monitoring
• Data cleaning and feature identification
• Implementing deep learning autoencoder method on historical data.This lead to 100% of application meltdowns being detected 5 minutes in advance and no falsepositives. Our solution has been adopted by the fraud.
• Presenting the results to project manager using R shiny and python bokeh HMIs.
• Deploying the solution to production using Spark

Evry

• Subject: ”The problem of consensus in distributed sensor networks: the case of nonlinear data”
• Proposing a consensus algorithm for sensor networks in the case where stored data does notsupport addition or averaging operations
• Estimation the algorithm’s convergence speed
• Making simulations of some key examples using python and matlab
• The results were published in papers and presented at international conferences
• Journal papers:– Entropy: Distributed consensus for metamorphic systems using a gossip algorithm forCAT(0) metric spaces– IEE Transactions on automatic control: Random pairwise gossip on CAT(k) metricspaces

Engineer'S Degree, Electrical And Electronics Engineering

Satellite Communications; Quantum information theory.

Master'S Degree, Physics

Fundamental concepts in solid state physics

Master'S Degree, Applied Mathematics

Stochastic and statistical modelling.

Doctor Of Philosophy (Ph.D.), Applied Mathematics