Cyril - Data Scientist Data science

Ref : 200225P001

75012 PARIS
Data Scientist (38 ans)
Télétravail si le client est à plus de 2h de son domicile
Mandataire social de sa structure Freelance (SARL, SAS, EURL, etc)

Photo de Cyril, Data Scientist Data science

Compétences

AMAZON AWS

DOCKER

Data science

Expériences professionnelles

Experience

2018 Xenia Conseil - Freelance Data Scientist ● Tiime : audit of their Machine Learning Team + recommendations on how to
go faster to production (3 days) ● Canton Consulting : Definition / Architecture / Lead dev / devops around
micro-services based POC : Strong Authentication (Fido 2), Traceability
(Kafka), scalability (docker) (6 months, ongoing) ● Octave : NLP service for intent recognition (python / spacy) (3 months,
ongoing)

2016 – 2018 Quicksign – R&D engineer / data scientist.
Lead on R&D projects: ● understanding of the company needs, ● study of the state-of-the-art, ● create POC: manage tooling, data annotation, trainings, design of larger solutions
(including Deep Learning, Machine Learning, IA, Computer Vision, autooptimization), measure of performances and analysis ● develop POC into automatable solution (configuration management, logging
analysis, deployability and auto-build) ● provide production-ready entity (Docker)
Subjects studied: Automated information extraction from images: ● document localization in image ● text reading ● information tagging / text processing ● information extraction / consolidation with knowledge of the trade.
Keywords: python, Tensorflow, IA, docker, image/text processing

2013 – 2015 Evergig – R&D engineer.
Study state-of-the-art IA research, choose technical solution, implement Proof-ofConcept, and integrate in company solution for various subjects: ● Automated music mastering and equalization ● Overlay detection on video ● Noise reduction on multi-sources audio ● Recommendation systems ● Saliency and points of interest in video. Automated intelligent extraction of video
thumbnails ● Voice detection in audio segments ● Video quality assessment ● Concert set list extraction from Social media video titles
Keywords: C++, IA, video processing, optimization

2009 – 2012 UPMC – Teacher’s Assistant in IA (M1), Java (L2), recursive programming (L1)
2008 Computational & Biological Learning Lab, CIMS, NYU
Development of a C++ GUI library for a convolutional neural network library
(Libeblearn). Design, implementation and training of a neural net for face
detection using these libraries. (Supervision : Prof. Yann LeCun)

Études et formations

Education
2010 – 2013 PhD - University Paris VI (UPMC/LIP6): PhD in Artificial Intelligence, on MultiAgent coordination (with a particular interest on the patrolling problem with an
open system setting)
2007 – 2008 Master 2 - University Paris VI (UPMC): Signals, Systems, Images and Robotics,
specialized in Robotics and Intelligent Systems (M2 SSIR/RSI)
2005 – 2008 Engineering school - Ecole Centrale Paris: prestigious university-level French
multi-disciplinary engineering school. Specialisation in Research, conc

Technical skills
Computer Science
OS: Linux, OS X, Microsoft
Programming: ● Languages Python (advanced), C++, java, notions of bash ● ML/CV TensorFlow, Keras, OpenCV
● Others Relational and non relational databases, Docker, ansible, notions of kubernetes
Languages
English: Fluent (Advanced level), awarded of the Cambridge Certificate in Advanced
English, TOEFL ibts: 108/120, experience in translating software.
Spanish: notions

Extracurricular
Sports: Roller Derby
Passions: Science in general, IA, bass player in a rock band
Community life: - In charge of sound and lighting systems of the events happening on the
campus (up to 2500 people attending), member of the Campus Resident
Association (2006-2008)
- Secretary of the association organizing the Orientation Weekend of the
Ecole Centrale Paris 2006 (500 people attending)