About 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
English
Native or bilingual
French
Native or bilingual
Arabic
Native or bilingual
Spanish
Basic
Remote only
Primarily works remotely
Experience
- Velvet ConsultingConfirmed Consultant in Data ScienceDecember 2023 - Today (2 years and 6 months)Paris, France
- IEEEYoung ProfessionalCIVIC AND SOCIAL ORGANIZATIONSSeptember 2016 - November 2023 (7 years and 2 months)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 PhDAugust 2020 - December 2023 (3 years and 4 months)Paris, France
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Education
- 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