
Ikrame Amine
@ikrameamine
I build GenAI, RAG, and machine learning solutions from business needs to deployment.
What I'm looking for
I've built GenAI pipelines at Sopra Steria to automate Airbus maintenance documentation using LLMs including GPT and BERT.
At Volvo Group–Renault Trucks, I applied clustering in Databricks to segment vehicle-simulation datasets, identify dynamic behavior patterns, and streamline analysis with Power BI tools.
My work also includes a corrosion-risk assessment application for aircraft wheel bearings and machine learning models for lightning-strike prediction at LAERO.
I'm especially interested in LLMs, agentic systems, and RAG, demonstrated through a medical multi-agent RAG system, computer-vision object detection, and Spotify track-popularity prediction projects.
Experience
Work history, roles, and key accomplishments
Data Scientist Intern
Volvo Group - Renault Trucks
Apr 2026 - Oct 2026 (6 months)
Applied clustering in Databricks to segment simulation datasets and processed vehicle simulation data to identify trends. Designed data-processing and visualization tools in Power BI to streamline analysis workflows.
AI Engineer
Sopra Steria
Oct 2022 - Mar 2024 (1 year 5 months)
Designed GenAI pipelines to automate Airbus maintenance documentation using LLMs (GPT, BERT). Presented LLM technology research findings to the project team as part of a technical watch effort.
Data Engineer
Sopra Steria
Sep 2021 - Sep 2022 (1 year)
Developed a corrosion-risk assessment application for aircraft wheel bearings. Handled data collection, cleaning, and integration.
Data Scientist Intern
LAERO
Jun 2021 - Sep 2021 (3 months)
Built machine learning models for lightning strike prediction.
Education
Degrees, certifications, and relevant coursework
ENSEEIHT (N7)
Specialized Master's Degree, Big Data
2025 - 2026
Specialized Master's Degree in Big Data Valorisation at ENSEEIHT (N7) in Toulouse, from 2025 to 2026.
INSA Toulouse
Engineer's Degree, Applied Mathematics
2017 - 2022
Engineer's Degree in Applied Mathematics from INSA Toulouse, from 2017 to 2022.
University of Leicester
International Exchange Program
2019 - 2020
International Exchange Program at the University of Leicester, UK, from 2019 to 2020.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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