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$100 USD / hour
Flag of FRANCE
metz, france
$100 USD / hour
It's currently 11:12 AM here
Joined January 24, 2020
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Thomas A.

@tanglade

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$100 USD / hour
Flag of FRANCE
metz, france
$100 USD / hour
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Lead Data Scientist

Since 2012, I have been supporting my clients throughout all the steps of machine learning projects (R&D, integration, production, industrialization). I have contributed to more than 15 data science projects with companies of all sizes and nature, in London and Paris. For the last 2 years, I have worked as a freelance consultant for my clients, mostly in the field of cybersecurity. I build data teams and machine learning products for software editors and tech companies. In 2019, my work has been awarded by the IT Innovation trophy as well as the 3rd place in the security trophy.

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Experience

Lead Data Scientist - cybersecurity

Algorithmi
Mar 2019 - Present
Leading a team in charge of the development of a full cyber attacks detection product suite through comportemental machine learning (UEBA) R&D to build a firewall network embedding method (1st prize of the 2019 Innovation IT trophy, security category) Graph theory based intrusion detection systems for firewall and proxy (3rd prize of the 2019 security trophy) Temporal series for session anomaly detection on web servers Supervised machine learning to detect Domain Generating Algorithms (DGA)

Senior Data Scientist

Data2B
Apr 2016 - Mar 2019 (2 years, 11 months)
Smart cities : Using graph theory to build affluences forecast for pedestrians / bikes / cars Banking industry : Supervised machine learning for churn prediction Médias : Increasing customer knowledge and marketing campaigns efficiency through unsupervised classification Medias : Web log analysis : Automatic detection of malicious URL through neural networks deployed on hadoop clusters

Data science & actuarial consultant

Sia Partners
Jul 2012 - Apr 2016 (3 years, 9 months)
Partnership with financial modeling software editor european leader (Moody’s Analytics) Implementation of the tool in a pool of insurance companies in France, UK, Norway, Sweden and Belgium Customizations and specific modelizations in C++ Machine learning projects in the financial industry Development of a python-based tool to predict fraud Statistical risk analysis on financial portfolios Optimal insurance premium computation using R software

Education

Actuarial degree

Ecole nationale de la Statistique et de l'Administration économique, France 2011 - 2012
(1 year)

Engineering degree (mathematics and statistics)

Institut national des Sciences appliquées de Toulouse, France 2006 - 2011
(5 years)

Publications

A novel embedding-based framework improving UEBA

C&ESAR 2019
https://www.cesar-conference.org/wp-content/uploads/2019/11/20191120_J2_260_T-ANGLADE_Embbedding_based_framework_improving_UEBA.pdf

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