Management and expertise for the new R&D AI/Datascience entity Supervision, training, analysis and development around Cybersecurity Data and Machine Learning algorithms.

Rennes (France)Worked as product owner for different missions in R&D for Direction Générale de l’Armement (France)Conception of a machine learning algorithm for encoding and analyzing giant graphs based on neural networks, which was used in cybersecurity to scan binary files and search for malwares. A patent proposal was submitted and is pending approval from the certificate authority. Results of our work was displayed to the Armed Forces Minister Florence Parly who presided over the inauguration of the Cyber Defense Factory in Rennes.My work as an expert covered many different domains and applications of Machine Learning, using state of the art algorithms.Skills: Tensorflow, Pytorch, Python, C++, Deep Learning, Reinforcement Learning, Datascience, Neural Networks, GANs, Auto-Encodeurs

Participation au concours Kaggle "Predicting Molecular Properties".Place finale 17/2749 (top 1%).L'objectif du concours était de concevoir un modèle capable d'estimer avec précision des forces d'interactions intra-moléculaires. La solution mise en place reposait sur l'utilisation de réseaux de neurones et d'une architecture MPNN (Message Passing Neural Network).

Rennes (France)I joined Silicom to work on Big Data and Machine Learning projects, along with some Java / Web projects. I worked on a small project to study state of the art approaches to detect behavioral anomalies in maritime targets, compatible with Big Data frameworks.My biggest contribution was to work for Télévisions de France (Rennes) as a Big Data expert / architect, and conceived a scalable solution to register dozens of millions of IoT devices (smart TVs) states and allow for real time ad distribution. Skills: Machine Learning, Big Data / NoSQL, Redis, Cassandra, micro services Java (Vertx), C++

I worked at the Health Big Data lab as a tech lead / architect. My mission was to stabilize and expend a medical datalake for the University Hospital Center in Rennes. I managed 3 research engineers and few doctoral students for their thesis work.I had to conceive and develop solutions to centralize, analyze and query data from multiple sections of the hospital, which was deployed to 6 hospital centers in Britanny France (Nantes, Rennes, Tours, Angers, Poitiers, Brest). I worked on N-Tiers web applications to help work with medical data analysis for medical staff, teaching staff and our teams.Skills: NoSQL / Oracle, Redis, MongoDb, Elastic Search, Java 8, VertX, Spring MVC, JPA, JSP, HTML 5, Mysql, AngularJs, JQuery, Ajax, Knockout, Bootstrap, LDAP, Centos 7, SSH, LDAP

Our team worked on a European project called EHR4CR (link: http://www.ehr4cr.eu/) which goals was to allows big pharmaceutical groups to query hospital databases so as to assess the feasability of pharmaceutical studies at the European scale based on the number of potential recruits meeting specific criteria. Migration of the 20 software components / projects across 7 teams to Maven framework for code versioning and Jenkins for Continuous Integration.One of my mission was also to help modernizing our lab software production, including technologies / frameworks and processes used. I trained our team so they could use JIRA, Subversion, Maven, Artifactory and Jenkins to manage our code production lifecycles.I worked on training speeches and material for master students on NoSQL / Big Data use for medical data.Skills: Java, Spring MVC, JPA, Java Message Service, JSP, HTML 5, MongoDb, OrientDb, SolR, ElasticSearch, Hadoop, Pig, Hive, MySQL, Oracle, Spark, Backbone.js, JQuery, Ajax, Bootstrap, Play Framework, Maven, Artifactory, Jenkins CI

I worked on a Firefox plugin for the company Rentabilisense. It required reverse engineering of 30 websites to allow for automatic authentication, navigation and data extraction. The data extracted was then centralized and displayed in a single page developped in XUL / Javascript.Skills: Javascript, Web, XUL, HTML

As a Freelance, I worked with many medical offices to deploy, and stabilize the solutions for their patient data. Each experience was pretty unique, ranging from simple maintenance to reverse engineering / hacking broken databases to fix some deep rooted issues. Many small projects required micro developments, mostly in Java.Skills: Java, MySQL, Javascript, XUL, Photoshop, GIMP, Blender, XML

Proof of concept based on Rich Web Components frameworks Microsoft Silverlight and Adobe Flex.Skills: Silverlight, Flex, ActionScript, HTML5

I joined a team of 30 software developpers for the Suite Logicielle France Télécom V6.0, in Rennes (France).My major contribution to the project was working on a message bus entirely written in C++ for inter-process and intra process synchronization, which was in charge of the whole solution lifecycle and behavior.To help with productivity and error detection I proposed a logging framework attached to the message bus, along with a custom tool to parse, view and search the logs.I also extended a Javascript engine for scenario tests, based first on Mozilla's Javascript engine called SpiderMonkey and then Microsoft Javascript. I also developped a tool for creating, launching and displaying tests results.Skills: C++, ATL/COM, Javascript engines Mozilla SpiderMonkey and Windows Javascript, Visual Studio C++, XPCOM, MFC, XML

6 months internship at Thalès BRest (France) for validating my master degree in Artificial Intelligence. The goal was to simulate maritime targets behavior and an anomaly detection solution. I developped the whole project in C++, and the deployment target was in SmallTalk.Skills: C++, Visual Studio .NET, SmallTalk, SDL (Framework UI C++)

It was a 2 months engineer school project, and the goal was to entirely analyze and rewrite the user interface to make it user friendly.Skills: Java, Swing, Eclipse.

2 months Internship during which I was part of the desktop support team in charge of about 15 workstations under Windows. I developped a micro application to assemble multiple PDF documents as a single one in Ghostscript.Skills: Visual Basic .NET, Ghostscript, Macros Excel

2 months engineer School project. The goal was to develop a driver in C++ for an embedded optical device. Tested and deployed with success. Skills: C & C++, gcc, embededed Linux