Freelancer profile translated to English.
Back to original languageAbout Aymane
Graduated with a double master's degree in computer science and applied mathematics, specializing in AI/ML systems. I design and implement scalable, data-driven solutions that bridge advanced research and practical applications. Passionate about transforming data into actionable insights, I am comfortable in international and cross-functional environments where innovation meets impact.
French
Native or bilingual
English
Native or bilingual
Arabic
Native or bilingual
Spanish
Basic
Can work on-site
Paris (up to 50km), Lyon (up to 10km)
Experience
- SLB - Schlumberger Norway Technology Center SNTCDeveloper – GenAIENERGY AND UTILITIESMay 2025 - September 2025 (4 months)Oslo, Norway• Industrialize a generative AI (RAG) based search engine for 1M+ technical documents in the energy sector.• Implement a complete data processing pipeline including ingestion, feature engineering, and indexing.• Develop a POC of different approaches to optimize the accuracy and relevance of generated responses.• Deploy the solution into the information system by collaborating with multidisciplinary teams (R&D, engineering).Tech: C#, Azure OpenAI, Azure Search, Python, Pandas, LLM, RAG, Transformers, REST APIs
- Ericsson - Ericsson Research AREA AIR&D Engineer – Systems OptimizationTELECOMMUNICATIONSFebruary 2024 - October 2024 (8 months)Stockholm, Sweden• Develop and train ML/DL models to optimize the performance of simulated 5G telecom networks.• Design simulation and modeling tools (time series) to compare different scenarios.• Improve network energy and coverage performance by +6%, and contribute to a patent filing.Tech: Python, PyTorch, RL Agents, ML Modeling, Statistical Analysis, Optimization
- KTH - School of Electrical Engineering and Computer ScienceTeaching Assistant – TD/TP InstructorRESEARCHAugust 2023 - January 2024 (5 months)Stockholm, Sweden• Supervise 250+ master's level students in practical work on AI, statistics, and machine learning.• Structure and simplify computer science concepts for different levels of audience.• Correct and optimize their pipelines on Python development and ML/NLP model implementation.Tech: Python, Data Structures & Algorithms, Excel, Communication
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Education
- Master of Science in Machine LearningKTH - Royal Institute of Technology2026Double Diplôme - Master of Science
- Engineering Diploma in Computer Science and Applied MathematicsENSIMAG National Superior School of Computer Science and Applied Mathematics2024Diplôme Ingénieur en Informatique et Mathématiques Appliquées