À propos de Mohamed Aymen
Confirmed Consultant in Data Innovation at Velvet Consulting
Expertise 🎯
- Specialized in Retrieval-Augmented Generation chatbots
- Design and deployment of React interfaces and AI agents
- Full-cycle development of LLM applications: from concept to production using Python and LangChain
- Construction of robust, end-to-end data pipelines integrating cutting-edge technologies and cloud infrastructure
Technical Stack 🛠️
- Frameworks: LangChain, LangGraph, LangSmith, FastAPI, LlamaIndex
- Cloud & Infrastructure: AWS Bedrock, Azure ML, GCP Vertex AI, Terraform, Docker
- Databases: Azure Cosmos DB, AWS DocumentDB, Google BigQuery, Firestore, Cloud Storage
- Vector Search: Vertex AI Matching Engine, Azure Cognitive Search
- Dev Tools: Git, VSCode, Poetry, Hugging Face
Academic Background 🔍
- PhD in Machine Learning, Institut Polytechnique de Paris
- Former AI R&D intern at Natural Solutions and Centrale Marseille
- Former ICT engineering trainee at EV-Technologies and ISAE-Supaero, Toulouse
Affiliations & Interests 🌟
- IEEE Young Professional
- Musician: drummer, pianist, and sound designer
- Former chorister (Chorale Télécom Paris) and president of the ENIT Arts Club
Anglais
Bilingue ou natif
Français
Bilingue ou natif
Arabe
Bilingue ou natif
Espagnol
Notions
En télétravail uniquement
Travaille majoritairement à distance
Expériences
- Velvet ConsultingConfirmed Consultant in Data Sciencedécembre 2023 - Aujourd'hui (2 ans et 6 mois)Paris, France
- IEEEYoung ProfessionalASSOCIATIF ET SYNDICALseptembre 2016 - novembre 2023 (7 ans et 2 mois)Paris, FranceIEEE Region 8 (France and Tunisia Sections)First Author in:- Neural Networks for multi-user Beam Management in mmWave Massive MIMOIEEE Middle East Conference on Communications and Networking 2024 · Nov 18, 2024- Machine Learning Techniques for Blind Beam Alignment in mmWave Massive MIMOMDPI Entropy · Jul 25, 2024- Cascaded binary classifiers for blind Beam Alignment in mmWave MIMO using one-bit quantization, IEEE International Conference on Communications · Mar 14, 2023- Matrix Factorization for Blind Beam Alignment in Massive mmWave MIMOIEEE Conference on Wireless Communications and Networking · May 16, 2022
- Télécom ParisMachine Learning PhDaoût 2020 - décembre 2023 (3 ans et 4 mois)Paris, France
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Formations
- Doctor of Philosophy - PhD, Artificial IntelligenceTélécom Paris2023Doctor of Philosophy - PhD, Artificial Intelligence
- Master's degree, Communication SystemsEcole Nationale d'Ingenieurs de Tunis2019Master's degree, Communication Systems