Simon Beckouche

data scientist & agile management

Paris, France

  • 48.8546
  • 2.34771
  • Indicative rate €700 / day
  • Experience 2-7 years
  • Response rate 100%
  • Response time 2h
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Find out what Simon is looking for

Work location
Can do a full mission at the client office
Mission location
Looks for missions in Paris and 30km around
Skills
Looks for missions in Computer Vision, Machine Learning, Automation, Matlab, Python
Business sector
Would prefer avoiding the sector Banking & Insurance

Simon in a few words

Applied mathematician specialized in in machine learning, computer vision, and agile management, I have seven years of experience working on topics like image classification, optimization, clustering, object recognition, pose estimation, object tracking, 3D scene reconstruction, or dictionary learning.

Based in Paris, I can travel to meet clients and operational teams.

I recently lead a development team tackling automated analysis and optimization of 3D files for a 4.0 manufacturing project, deployed on a SaaS online platform. I can help my clients formalize their needs and strategy, draw specifications for their system, implement proof of concept, setup automated data integration or continuous testing, and optimize working production pipelines.

Experience

September 2019 | Paris, France

High Tech

Blue Ridge Logiciels

Scanner 3D - Spécifications et recommendations de design

- Rédaction d'un rapport présentant les spécifications d'un scanner 3D automatique permettant le scan de pièces de production sans interervention d'un opérateur.

- Etat de l'art sur les systèmes de capteurs à laser, caméras classiques, Time of Flight et Structured Light
- Schémas de design, positionnement des capteurs selon les configurations
- Méthode de traitement de données et de reconstruction d'objet
November 2016 - August 2019 | Paris, France

High Tech

Blue Ridge Logiciels

Chief Technology Officer

- Managing projects revolving around computer vision and automation for industrial footwear applications
- Automated 3D object processing for footwear industry allowing to control the fitting of a shoe
- Foot scanning by smartphone for retail applications
- Establishing pilot programs and partnerships with international brands
- Writing and applying patents under PCT
August 2015 - October 2016 | Paris, France

High Tech

Blue Ridge Logiciels

Project Manager

- Project to build an algorithm able to automatically generate custom-fit shoe lasts using 3D objects as input
- Defining specifications and building functional decomposition
- Managing technical team, developing code and performing industrial tests
- Interfacing with shoe experts and integrating traditional know-how in mathematical models and algorithms
- Fund raising and public subsidies applications
April 2011 - June 2015 | Saclay, France

High Tech

CEA

Research Engineer

- Studying Dictionary Learning techniques for astronomical images processing
- Design of Centered Dictionary Learning better suited for stars and pointlike feature denoising
- Design of the SHIft Estimation with Learned Dictionary (SHIELD) for redshift estimation on galaxy spectra
- Academic papers publications and implementation in Matlab and C++
- Collaboration with Harbin Institute of Technology on seismic data denoising with dictionary learning

1 Malt mission

Client satisfaction on Malt : 5.0/5 (1 rating)

Nathanaël - Blue Ridge Logiciels

18/09/19

Sur la base de quelques échanges de mails Simon a pu formaliser les spécifications préliminaires d'un scanner 3D destiné à l'industrie de la chaussure et nous a fourni un rapport complet avec un état de l'art détaillé et des schémas de qualité. C'est par ailleurs un data scientist de très haut niveau, capable de résoudre les questions de modélisation scientifique les plus difficiles avec engagement et respect des délais. Il délivre des résultats toujours conformes aux besoins de ses clients et qui font la preuve de leur efficacité.

Education

  • Master MVA

    ENS Cachan / Caltech

    2011

    Applied Mathematics focused on machine learning and computer vision.

Languages

  • Anglais

    Native or bilingual

  • Français

    Native or bilingual

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