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Ayoub B.AB

Ayoub B.

Project Manager - Data Engineer - Data Scientist

€450/day
1 project
Montpellier, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Ayoub

Freelance Data Scientist & AI Engineer

I design and deploy AI solutions in production, from POC to monitoring.
Based in Montpellier, 4+ years of experience between freelance assignments and Master's level education.
I cover the entire pipeline: data ingestion, ML/Deep Learning modeling, LLM agents, cloud deployment.

What I concretely work on:

  • Conversational agents and LLM applications (LangGraph, LangChain, RAG)
  • Cloud data pipelines and Data Warehouses (Azure, GCP, AWS)
  • Computer Vision & NLP (detection, classification, signal analysis)
  • Deployment: Docker/Kubernetes, CI/CD, Grafana/Prometheus monitoring
  • Tailored technical training (Data, AI, Cloud)

Some delivered projects:

  • ACB&CO — FastAPI backend for conversational AI application (LLM + STT/TTS)
  • ALEDA / Akkodis — Complete Azure Data Warehouse (Data Factory, Cosmos DB, PowerBI)
  • NGE — NLP parser and sentiment analysis on LinkedIn data
  • Applied Computer Vision projects (post-COVID respiratory sound analysis, vehicle detection, metro platform safety)

Main Stack:
  • Python
  • LangGraph/LangChain
  • Azure AI Services
  • FastAPI
  • PyTorch/TensorFlow
  • Docker/Kubernetes
  • Airflow
  • PowerBI

Who I work well with: startups and mid-sized companies that need an autonomous profile capable of moving from technical scoping to production deployment, without going through multiple intermediaries.

Dual role as trainer (Ynov, Simplon, Hexagone): I know how to simplify, document, and transmit knowledge -> useful in assignments when an internal team needs to be brought up to speed.

📍 Montpellier — remote or hybrid, occasional travel possible (including Clermont-Ferrand)
⚡ Available quickly for freelance assignments
🎯 Time and materials or fixed price, from POC to long-term projects
  • French

    Native or bilingual

  • English

    Fluent

  • Spanish

    Conversational

  • Japanese

    Basic

Can work on-site
Montpellier (up to 50km), Marseille (up to 50km), Paris (up to 50km), Nice (up to 50km), Lyon (up to 50km)

Experience

  • Simplon.co
    System & Cloud Admin / AI Dev Trainer
    June 2025 - November 2025 (5 months)
    France
    - Support towards RNCP level 7 certifications.
    - Azure Cloud, DevOps, monitoring (Grafana/Prometheus) training for System Administrators.
    - Algorithmics, ML, Python, LangGraph/LangChain training for AI Developers with Azure deployment.
    Natural Language Processing Azure Cloud Machine Learning Kubernetes Langchain
  • Hexagone
    AI & Audio Trainer
    November 2024 - December 2024 (1 month)
    France
    - Advanced training in AI-based audio analysis for medical applications.
    - Teaching spectrograms, MFCC, BERT, PyTorch, LSTM/RNN architectures for signal processing.
    - Capstone project on post-COVID respiratory sound classification using computer vision techniques.
  • Hexagone
    Big Data Trainer
    October 2024 - November 2024 (1 month)
    France
    - Big Data training with Docker Swarm/HDFS, Apache Pig, Kafka, Airflow, ELK stack deployment.
    - Real-world projects in finance, environment, and logistics.

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Education

  • Databricks Lakehouse Platform Certification
    Databricks
    2024
  • Master 2 (M2), AI Project Manager
    La Plateforme_
    2022
    Master 2 (M2), Chef de projet IA

Skill set

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