Rick B.

Data Scientist | Geospatial | Time series | NLP

Moves to Paris, Paris

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

Location and geographical scope

Location
Paris
Can work in your office at
  • Paris 1er Arrondissement and 50km around
  • Paris and 10km around

Verifications

Influence

Stack Overflow

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  • 335 Reputation
  • 12 Bronze
  • 2 Silver
  • 0 Gold

Languages

Categories

Skills (24)

  • Beginner Intermediate Advanced
  • Beginner Intermediate Advanced
  • R
    Beginner Intermediate Advanced
  • Beginner Intermediate Advanced
  • Beginner Intermediate Advanced
  • Beginner Intermediate Advanced
  • Beginner Intermediate Advanced
  • Beginner Intermediate Advanced

Rick in a few words

Ingénieur diplomé, Data Scientist. Je suis en particulier intéressé par le traitement de langage naturel ainsi que l'étude des séries temporelles. Pour plus d'informations je serais ravi de vous en parler plus au cours d'un entretien

Experience

Dassault Aviation

Aviation & Aerospace

Data Scientist

Istres, France

September 2019 - February 2020

Mission en régie :

Post flight test data analysis project on aircraft sensors

- Design of a proof of concept on pre-sale, response to the call for tenders on technical part
- Statistical data analysis, signal processing, implementation and definition of signal characteristics with numerical analysis
- Implementation of a pattern recognition solution based on recognized temporal characteristics
- Comparative study between statistical and signal processing models (Fourier transform, Savitzky filter)
- Implementation of a probabilistic temporal anomaly detection model (Bayesian inference) with Markov chain Monte Carlo methods (MCMC) and stochastic process

Tools : Numpy, Pandas, PyMC3, Tensorflow Probability

HCube Conseil

High Tech

Data Scientist

Paris, France

January 2019 - June 2020

Missions au forfait :

Spatial data analysis project for a planning consulting firm :
- Spatial Data Analysis for GIS systems working on vector and raster layers of French cadastral maps
- Automation of feature management with implementation of QGIS 3 plugins and standalone Python applications with GeoPandas, GeoDjango and PostGIS
- PostgreSQL database setup and configuration on Linux
- Multivariate data modeling and analysis between vector layers, aggregation and synthesis of attribute feature insight

Internal R&D project for medical radiological image classification:
- Research paper documentation and comparison of state-of-the-art existing solutions.
- Algorithm implementation of neural network architectures with PyTorch.
- Fine-tuning and model optimization with Transfer Learning.
- Model benchmarking and performance evaluation of the implemented architectures towards research papers.
- Backend model integration app implemented in Flask and Frontend visual implemented with React.js and Node.js

Laboratoire de recherche en gestion des risques intégrés - ESTP Paris

Research

Ingénieur developpement Risk

Cachan, France

February 2018 - Today

Developpement de stratégies de trading algorithmique en Python, implémentation d'outils statistiques en machine learning pour des séries temporelles sur des cours d'actions.
Data visualisation et analyse de donnée avec numpy et pandas. Simulation de monte-carlo sur des scénarii d'allocation de ressources sur des portefeuilles d'actifs.

Natixis - BPCE

Banking & Insurance

Inspecteur Quantitatif

Paris, France

March 2017 - August 2017

External recommendations

Check out Rick's recommendations

Education

Certifications