Yacine Amanoune

ML/AI Engineer

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Data Scientist

•

Developer

Hello, my name is Yacine Amanoune. I'm passionate about machine learning and I love to build stuff.

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Projects

Letterboxd Movie Recommender

Movie recommendations using Letterboxd user profile and collaborative filtering.

Experience

Machine Learning Engineer / Data Scientist

Technip Energies
2022 – Present
  • Conversational Assistant for Internal Document Analysis – Designed a chatbot using RAG architecture with LangChain, significantly reducing processing time for operational teams and enabling high-potential use cases.
  • Automated Compliance Verification – Developed a document validation system based on LLMs, achieving 93% accuracy. Built an extraction pipeline for regulatory compliance checks.
  • Predictive Analytics for Project Costs – Built a K-means clustering model with 95% accuracy, improving cost forecasting. Automated data integration for real-time analysis of man-hour distribution.
  • Cable Routing Automation & 3D Grid Generation – Developed an integrated automatic cable routing system, reducing manual design time by 80%. Implemented A* pathfinding algorithms, 3D grid models, and computational geometry for industrial-scale automation.