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Loic Rouaud Machine Learning EngineerLR

Loic Rouaud

Machine Learning Engineer
  • Suggested rate
    €350 / day
  • Experience0-2 years
  • Response rate100%
  • Response time1 hour
The project will begin once you accept Loic's quote.
Location and workplace preferences
Location
Liège, Belgium
Can work on-site at your office in
  • and around Liège (up to 50km)
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Skill set
Loic in a few words
As a data scientist at the intersection of biomedical research and artificial intelligence, I transform complex challenges into intelligent visual solutions. With 5 years' expertise in data analysis and a solid scientific background from GIGA Cancer, I'm proficient in Python, data pipelines and advanced machine learning techniques.
My key skills include developing computer vision algorithms that extract precise insights, optimising deep learning models and solving technical problems with a methodical and innovative approach.
Ready to bring my technical expertise and passion for innovation to your most ambitious projects.
Experience
  • Veolia Belgium & Luxembourg
    Data Engineer
    January 2025 - Today (4 months)
    Brussels Metropolitan Area, Belgium
    As a dynamic Data Engineer at Veolia Belgium & Luxembourg, I am currently developing my technical skills in data management and analysis. Specialising in the use of Google Cloud Platform (GCP) and mastering SQL, Google BigQuery and Looker studio, I'm committed to optimising data processing and enhancement processes. My expertise enables me to make an effective contribution to data engineering projects, providing innovative, high-performance solutions for a leading environmental services company.
  • BeCode.org
    Data Engineer Trainee
    June 2024 - Today (11 months)
    Liege, Belgium
    Projects:
    🏠 House Price Prediction Engine
    Engineered an end-to-end machine learning solution for real estate price prediction, combining XGBoost modeling with a Streamlit interface.

    📊 Orange Data Quality Initiative
    Engineered and deployed a large-scale data quality detection system using PySpark, analyzing millions of records to identify anomalies and errors. Implemented automated validation processes to ensure data integrity across the telecommunications database.

    📰 RTBF Article Analyzer
    Built an advanced NLP system analyzing media articles using BERT models for topic modeling and sentiment analysis. Features include named entity recognition, temporal trend analysis, and interactive visualizations for content insights.

    🍷 Wine Market Intelligence Platform
    Developed a comprehensive market analysis system using SQL and Tableau, delivering actionable insights for sales optimization and market opportunity identification.


    - Applying advanced Python programming and popular data science libraries like NumPy, Pandas, and Scikit-Learn
    - Building and deploying machine learning models
    - Development of data pipeline using Apache Airflow
    - Finalization using Streamlit for interactive data visualization
    - Working in teams on use-case project
    - Project management using GitHub for code versioning

  • University of Liège
    Data Ambassador FWB (Uliege)
    November 2021 - June 2024 (2 years and 7 months)
    Liege, Belgium
    Participation in the deployment of a Data Ambassador network within the University of Liege in order to promote open data in Wallonia - FWB.
Recommendations
Education
  • Doctor of Philosophy - PhD, Biological and Biomedical Sciences
    University of Liège
    2024
    Doctor of Philosophy - PhD, Biological and Biomedical Sciences
  • Master's degree, Biological and Biomedical Sciences
    University of Liège
    2019
    Master's degree, Biological and Biomedical Sciences
  • Master's degree, Biology Integrative and Physiology, speciality in Physiopathology
    Sorbonne University
    2013
    Master's degree, Biology Integrative and Physiology, speciality in Physiopathology
  • Bachelor's degree, Biology/Biological Sciences, General
    Sorbonne University
    2011
    Bachelor's degree, Biology/Biological Sciences, General
  • Bachelor of Science
    Université Paris-Est Marne-la-Vallée
    2006
    1st year - Bachelor of Science de la matiere, Mathematics and Engineering Sciences