Matthieu Guillouet

Senior Data Scientist specialist in Deep Learning

Moves to Paris

  • 48.8546
  • 2.3477
New
  • Indicative rate €500 / day
  • Experience 7+ years
Propose a project The project will only begin when you accept Matthieu's quote.

Confirmed availability

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

Location and geographical scope

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

Preferences

Project length
  • ≤ 1 week
  • ≤ 1 month
  • Between 1-3 months
  • Between 3-6 months
Business sector
  • Digital Agency and IT company
  • Aviation & Aerospace
  • Defense & Military
  • Research
  • Consulting & Auditing
+15 autres
Company size
  • 1 person
  • 2 - 10 people
  • 11 - 49 people
  • 50 - 249 people
  • 250 - 999 people
+2 autres

Verifications

Languages

  • Français

    Native or bilingual

  • Anglais

    Full professional proficiency

Skills (26)

  • BigData
  • Beginner Intermediate Advanced
  • Operating system
  • Beginner Intermediate Advanced
  • Containerization
  • Beginner Intermediate Advanced
  • Languages
  • Beginner Intermediate Advanced
  • Beginner Intermediate Advanced
  • C++
    Beginner Intermediate Advanced
  • Beginner Intermediate Advanced

Matthieu in a few words

Je suis ingénieur de recherche et développeur spécialisé en data science depuis 2012. Après avoir débuté dans un service R&D d'un grand groupe industriel français, j'ai travaillé pour des start-ups. Je suis désormais indépendant depuis 3 ans développant des projets aussi bien internes pour ma structure que pour des clients externes.
Je maîtrise une large stack technique comprenant notamment Pytorch/Scikit-learn côté Machine Learning ainsi que Spark/Hadoop/Docker côté Data Engineering.
Toujours curieux et motivé pour découvrir des nouveaux projets, n'hésitez pas à me contacter !

Experience

Signal Miners

Digital Agency and IT company

Lead Engineer

Paris, Ile-de-France, France

January 2020 - Today

Small company based in Paris that builds strong and efficient data pipeline based on cutting-edge deep learning algorithms. Our technologies can be applied in a vast majority of domains but especially in industrial context.

Faircast

Digital Agency and IT company

Lead Scientist & Co-founder

Paris Area, France

February 2018 - July 2020

Machine Learning Agency - www.faircast.io Design and developpement of advanced Machine Learning solutions. Build robust data pipelines. Counsulting for data science / data engineering projects and solutions.

LightOn

High Tech

Machine Learning Engineer

Paris Area, France

July 2017 - January 2018

Start-up developing new optical-based hardware for Machine Learning Development of new data representations adapted to optical-based hardware for Machine Learning algorithms. Test and Benchmark of hardware devices. Design and Development of a Python library based on Scikit-learn API for the alpha users of LightOn technologies.

Contracteo

Digital Agency and IT company

Data scientist & Co-Founder

Paris Area, France

November 2014 - January 2017

LegalTech start-up building tools for legal and administrative procedure simplifications AI oriented R&D:
-NLP: sequence tagging, text classification
-Machine Learning: CRF, RNN, word2vec ... Prototyping
-Information retrieval into legal contracts
-Buillding annotated database (brat system for visualization)
-Data preprocessing (tokenization, regular expression, ...)
-Building model (word2vec, CRF, Scitkit-learn, ...)
-Testing & Hyper-parameters optimization

CGG

Energy & Utilities

Land Geophysical Researcher

Massy

August 2012 - June 2016

World leader in geophysical services
Design and Development of data processing methods for simultaneous vibro-seismic acquisition
Applied maths: Signal processing, Probabilistic inference, Inverse problem, Optimization. Algorithms based on Compressed Sensing: Source separation, Sparse inversion, Large scale inverse problem.
Large-scale and high-dimensional data representations (Wavelets, Curvelets, ...) Programing stack: C/C++, Cuda, Matlab, FORTRAN.
Lead & Manage porting R&D prototypes to production environment (inter-division program). Technical leader for acquisition: R&D tests, support.

Education

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