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Alexandre PetitAP

Alexandre Petit

Data Scientist - Python

€500/day
Paris, FR
0-2 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Alexandre

My history with data:

Regular contact with data analysis since my entrepreneurial period and then my studies where I was able to regularly analyze test data on thermal sensors, pressures, material deformation, etc.

Then a shift to data science at the end of 2020 after a course on machine learning.

As a data scientist, I focus on the most useful tools to solve your problems using Python and SQL.

During my data analyses, I use Python programming or Power BI depending on your needs.

XGBoost is often seen as the ultimate in tabular data prediction algorithms.
In addition to XGBoost, two other algorithms will help the data scientist in their mission.
LGBM, faster but as performant as XGBoost.
And Catboost, very long to train but allowing to reduce preprocessing.
  • French

    Native or bilingual

  • English

    Native or bilingual

  • Spanish

    Conversational

  • Korean

    Conversational

  • German

    Conversational

Can work on-site
Paris (up to 30km), Strasbourg (up to 30km)

Experience

  • Ministère des Outre-Mer - LADOM
    Data Scientist
    PUBLIC SECTOR
    April 2024 - December 2024 (8 months)
    - Analysis of call data in the setup of a call center
    - Research of blocking points during the processing of mobility aid files
    - Testing of the application used for managing mobility aid requests
    Python (Programming Language) Data science Data Analytics
  • Project Canopy
    Data Scientist
    ENVIRONMENTAL
    February 2024 - April 2024 (2 months)
    Genève, Switzerland
    I joined Project Canopy as a Python Data Scientist to create a new model aimed at improving deforestation detection in the Congo Basin.

    - Co-lead of data collection and labeling
    - Development of the UI and deployment of the model with the Python front-end library streamlit
    Python Programming Data science Machine learning Deep Learning Pytorch
  • Solafune
    Data Scientist - Solar Panel Detection
    RESEARCH
    January 2024 - January 2024 (1 month)
    My data scientist skills were used to improve the detection of solar panels on Sentinel-2 satellite images.

    First benchmarking with XGBoost and LightGBM.
    The code was delivered as a ready-to-use Python script.
    Data science Machine learning Deep Learning Python Pytorch LightGBM KNN Unet Image segmentation

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Education

  • Bachelor in Mechanical Engineering
    Korea Aerospace University
    2021
    Diplôme en 4 ans. Nombre total de crédits équivalents à 268 crédits ECTS (Soit 4 ans et demi)

Certifications

Skill set

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