Sébastien Auve Data Scientist & Data Engineer

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Hi, I’m Sébastien Auve, a 26-year-old French engineer specializing in Data Science and Data Engineering.

Currently based in Montreal, Canada, I’m passionate about using data to drive innovation, optimize processes, and create meaningful value.

Projects

Criminal Acts Montreal
2025
Dashboard of criminal acts in Montreal.
• Power BI• Analytics
Large Language Model (LLM) with LangChain
2024
Developed and fine-tuned an LLM pipeline using LangChain and Hugging Face.
• AI• LangChain• LLM
Classification on Home Credit Default Risk
2024
Created a classification model to predict credit default risk for loan applicants.
• Machine Learning• Kaggle
Classification and Regression on a Spotify Dataset
2022
Performed data analysis to classify songs and predict song popularity.
• Data Analysis
Facial Authentication Using Similarity and Eigenface
2020
Built a facial authentication system leveraging similarity measures and eigenfaces.
• Computer Vision
Implementation of the Perceptron Algorithm
2020
Developed a perceptron algorithm to classify linearly separable data.
• Machine Learning

Experience

Feb. 2025 - Present
Data Consultant
Solution BI
Montreal, Canada
Jan. 2023 - Aug. 2024
Data Engineer
Sopra Steria
Nantes, France
Development of an ETL platform within an Agile project, integrating national data of BNP Paribas Personal Finance.
May 2021 - Sept. 2022
Data Scientist
Boulanger
Lille, France
Working on impactful data science projects—including forecasting, dashboard creation, machine learning, and sentiment analysis—that optimized operations and enhanced decision-making

Certifications

AWS Certified Cloud Practitioner Badge
AWS Certified Cloud Practitioner
2024
Microsoft Certified Azure AI Fundamentals Badge
Microsoft Certified Azure AI Fundamentals
2024
Microsoft Certified Fabric Analytics Engineer Associate Badge
Microsoft Certified Fabric Analytics Engineer Associate
2025