Big Data Architecture (delivery & technical bids) in Industie 4.0, Predictive Maintenance & Space domainsDevelopment of machine learning algorithms & DevOps toolkit for data scientistTeam Management (5 persons : data scientists & data engineers)

I perform some training sessions in multidiscipliinary teams, mainly in the defence sector on the following topics: military intelligence, information warfare, cyber warfare, social media mining and crisis detection.

Business development for Big Data R&D solutions in the fields of social networks analysis and cyber-security+ Set up of experimentation campaigns to collect end users needs and adjust the R&D roadmap+ Bid management for European and national collaborative projectsProject Management+ iSAR+: use of social media for large scale crisis management (platform development work package manager) - for the European Commission+ CAHORS: a global information processing chain to evaluate the quality of open source information - for the French National Research Agency+ Doxa: mining opinions in open source information (Data mining work package manager) - french collaborative project+ OPINFOS: process & organizational study of military information operations - french projectSoftware engineering+ Software architecture on the CAHORS project+ Development data mining algorithms in the context of social network analysis and cyber-security: opinion mining, anomaly detection

R&D on information management topics+ crisis detection: use machine learning algorithms to build long term crisis prediction models based on indicator time series / use scenario based spatio-temporal pattern matching techniques combined with information extraction tools to make short term crisis predictions based on published text contents+ open source intelligence: use anomaly and burst detection algorithms to build buzz detection models / combine information extraction techniques (text mining tools) with uncertainty management and information fusion algorithms to assess the credibility of a piece of informationSoftware engineering+ development of a J2EE component to assess the influence of social networks actors and integration of the component within a social media monitoring application+ development of a Java crisis detection prototype+ developement and integration of a Java shooter localization component based on 3D sensor fusionDissemination activities+ Publication of several information management articles in conferences, reviews and books

Software & algorithmic optimization of the language model of a speech to text engine

Development of an automatic e-mail classifier for a CRM platform