Benoit De Menthière

Data scientist

Moves to Paris

  • 48.8546
  • 2.34771
  • Indicative rate €450 / day
  • Experience 2-7 years
  • Response rate 100%
  • Response time 1h
Propose a project The project will only begin when you accept Benoit's quote.

Availability not confirmed

Part time, Evenings & week-ends

Propose a project The project will only begin when you accept Benoit's quote.

Location and geographical scope

Location
Paris, France
Can work in your office at
  • Paris and 50km around

Preferences

Business sector
  • Aviation & Aerospace
  • Automobile
  • Energy & Utilities
  • Environment
  • Mechanical or Industrial Engineering
+2 autres

Verifications

Influence

Github

Github : bensdm bensdm
  • 0 Followers
  • 8 Repos
  • 0 Gists

Languages

  • Anglais

    Full professional proficiency

  • Français

    Native or bilingual

  • Espagnol

    Basic

Skills (21)

Benoit in a few words

Diplômé d'un mastère spécialisé Big data et Machine learning à Telecom Paristech après avoir suivi une formation d'ingénieur généraliste aux Arts et Metiers qui m'a permis d'acquérir de bonnes connaissances métiers.

Je peux vous aider à:
- mettre en valeur vos données
- segmenter vos données
- prédire des valeurs futures (industrie...)
- visualiser et identifier des patterns
- détecter des anomalies (log, comportements, outliers...)
- extraire des données du web (scraping)
- extraire des données de documents (OCR)
- faire du traitement d'images (computer vision)

Experience

Schlumberger - Schlumberger

Energy & Utilities

Data Scientist

Houston, États-Unis d'Amérique

July 2019 - March 2020

Cement thickening time prediction:
• Optimization of the preprocessing pipeline: 8 times faster
• Build dashboard to control data quality
• Clustering of experiments and outlier detection
• Build regression model with confidence estimation: reduce errors
by 25%
• Deploy user-friendly webapp dividing the time needed to find the
optimal cement recipe by 30
Maintenance cost prediction:
• Build a constrained linear regression model
Subsurface fiber optics responses prediction:
• Unsupervised pretraining using infoVAE on 30M data points
• Expected savings $1M/well

Bearing point

Energy & Utilities

Data Scientist

Paris, France

September 2018 - June 2019

Optimization of the energy consumption of a silicon furnace:
• Data analysis and visualisation to identify causes of decline in silicon
production
• ARMA model to anticipate these drops

SopraSteria

Defense & Military

Data scientist

Courbevoie, France

February 2018 - August 2018

Trajectory clustering via deep learning representation using auto-
encoder:
• Fine tuning parameters
• Visualization
Optical character recognition and entities extractions on invoices and
medical prescriptions:
• Computer Vision with OpenCV
• Natural language processing with NLTK
• Deployment with docker

Francois Daube - Schlumberger

4/28/2020

Pendant ses 9 mois a Houston Benoit a contribue significativement a nos projets de data science. Benoit a une vision claire et large des technologies de data science qui lui permet d'apprehender et de resoudre les problemes de maniere efficace. En sus, de par sa premiere formation d'ingenieur, Benoit possede une excellente culture scientifique qui, alliee a une bonne communication lui permettent de parler aux utilisateurs dans leur language et d'arriver a une solution de data science avec un minimum d'iterations.

Education

Certifications

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