Expériences professionnelles
Président - co-fondateur
AI-vidence , Meudon
De Septembre 2020 à Aujourd'hui
Création et développement de la structure
Explicabilité des algorithmes d'IA pour acceptation par tous, et préparer les futurs audits et certifications d'IA
Co-pilote nouveau partenariat public privé
French Tech Corporate Community
Depuis le 01 septembre 2019
Vice president
XIA-association
Depuis le 01 septembre 2019
Directeur data & ia
PWC , Neuilly-sur-seine
De Février 2018 à Décembre 2019
Solution d'audit d'algorithmes (notamment de Data Science / IA)
Structuration de la Data science pour PwC
Lancement de la Chaire XAI4AML avec Télécom Paris et l'ACPR
Ex-ceo
E-MEDICIS
De Janvier 2006 à Aujourd'hui
Manager
BEIJAFLORE , Paris
De Janvier 2003 à Janvier 2018
o 2013 - 2017 : 'Data' Business Development & Delivery
- Big Data & Data Science - CTO, Head of delivery & partnership - Large French MNO
• Delivered cutting edge marketing indicators for major transportation and retail actors in France and realize additional PoC. Such as:
i. World première for CDG Express Consortium: model, measure and analyse the annual ebb and flow of travellers and employees at Paris Airport.
ii. Marketing indicators for large Transportation Actors (Railways, Highways).
• Managed the team (10 persons across R&D, Data scientists, analysts and architects, geoanalytics, devs).
• Defined technical and functional roadmaps for internal R&D, up to industrialization with a tier (Intersec Group).
• Developed the relationships with Data labs, providers (SAS, IBM, Intersec), start-ups (SystemX, Opendatasoft, WGS, Quartet FS), and statistics specialists (Socio Logiciels, NP6 Group).
- e-SIM and FTTH investment plans - french MNO
o 2008-2012 : Management Consultancy
- 10Y Investment Plan for Telco Systems - RTE
- Cost Cutting for handsets validation team - SFR
- Technical Coordination - AFSCM
- PMO for Buyster launch - SFR
- e-shop and NFC for transportation - KEOLIS
- GPRS opportunities for M2M devices - AIRLIQUIDE
o 2008-2010 : Head of Beijaflore "Contactless" Community
Think tank of 15 consultants building the "IoT, NFC and M2M" Practice, developping market and technical insights and KM.
- IoT, M2M
- NFC
- 'meshed' networks (802.15.4, Zigbee, 6LowPan, etc.)
Internal conferences with Violet (Nabaztag), Connecthings, Airtag, rapporteur du "Livre Blanc sur l'Internet des Objets" to French Governement
o 2003-2007 : Technical and Management Consultancy
- Tendering Synthesis on IMS, Contractualisation - MNO
- Technical Studies and budget forecast - MNO
- Billing and CRM - process enhancement - Carrier
- WAP and IM, Value-added Services - Technical Engineering - MNO
- Microwave P2P Networks - Technical Engineering, ITT contributor -THALES COM
Formations complémentaires
Ingénieur
Télécom ParisTech - Physique
0000 à 2000
Ingénieur de l'Ecole Polytechnique
Master of Science
Universidad Politècnica de Madrid
0000 à 2002
Ingeniero de telecomunicaciones
Data Mining and Application
Stanford University - Data Science
2017 à 2018
“Statistical Learning” - Prof. Robert Tibshirani and Trevor Hastie
o Concepts and tools for machine learning :
Supervised/unsupervised methods, overfitting, bias/variance trade off, maximum of likelihood
o Regression and Classification (linear, multi-linear, Ridge, Lasso, Logistic, K-NN, LDA, QDA...)
o Decision Tree, Random Forest, Boosting, Bagging
o Re-Sampling methods (Cross Validation, Bootstrap...)
o Subset Selection, Shrinkage and Dimension Reduction methods, PCR, PLS
o Non-Linear Models (GAM, Splines,...)
o Unsupervised Learning (Support Vector Machines, PCA, K-Means and Hierarchical Clustering, ...)
o R-coded
"Paradigms for Computing with Data" - Prof. John Chambers and Balasubramanian Narasimhan
o R-Coded Library
o R with Python, C, Java, Hadoop and Spark
Yet to come :
“Neural Networks”
“Artificial Intelligence”
Parcours officiels
Compétences
Centres d'intérêt
- Hand Ball
- Marathon;Photographie
- piano
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