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Alexis GabadinhoAG

Alexis Gabadinho

Biostatistician, Data Scientist, R / Python

€500/day
Toulouse, FR
8-15 years

Average response time: A few days

Freelancer profile translated to English.
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About Alexis

Data scientist, and (bio)statistician, I am currently freelance and have recently worked on projects involving generative neural networks (GANs) with PyTorch, and machine learning methods such as XGBoost. I also offer training on R, Python, SQL, and statistical methods, for example "Time Series Analysis with R" and "Programming with R" (Directorate General of the Treasury, Ministry of Economy and Finance) or "Python for System Administration" (Prévifrance).

I have also published articles in international scientific journals (e.g., Journal of Statistical Software) and developed two libraries for the R statistical environment (TraMineR and PST). I can be involved in the development and teaching of statistical methods (particularly longitudinal data analysis, generalized linear mixed models, Markov models, machine learning/data mining), in R and Python development, and in writing scientific reports and publications (also in English).

Good knowledge of the Linux environment (Fedora/Debian) and open-source software. Experience in cognitive science (Intervention Neuropsychology Laboratory, Ecole Normale Supérieure / Inserm).
  • English

    Fluent

  • French

    Native or bilingual

  • Portuguese

    Conversational

  • German

    Conversational

  • Swiss German

    Conversational

Can work on-site
Toulouse (up to 50km)

Experience

  • Dolead
    Use of machine learning and deep learning for lead scoring and lead pricing
    E-COMMERCE
    May 2024 - July 2024 (2 months)
    Toulouse, France
    Use of machine learning (XGBoost), deep learning (Tensorflow/Keras) and survival analysis for lead scoring and pricing.
    keras Python PowerQuery Notion Git/Github Google Colab Vertex AI
  • Etadam
    Use of generative neural networks (GANs) for jewelry creation
    LUXURY GOODS
    December 2023 - May 2024 (6 months)
    Toulouse, France
    Feasibility study for the use of generative neural networks (GANs) for the creation of jewelry models. Testing of several GAN variants with PyTorch and Nvidia GPUs.
  • OpenClassrooms
    Mentor Data Analyst
    EDUCATION AND E-LEARNING
    December 2021 - Today (4 years and 8 months)
    Mentor for the Data Analyst training offered by Openclassrooms. Statistical analysis and machine learning methods with R and Python.
    Python R Higher Education Statistics Data Analysis Machine Learning

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Education

  • PhD
    University of Geneva
    2014
    Application et développement (R) de méthodes de machine learning/data mining pour les sciences sociales

Skill set

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