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DerrazSofiane/README.md

Hi there, I'm Sofiane Derraz πŸ‘‹

AI Engineer & Data Scientist | Building Intelligent Solutions

I'm a freelance AI Engineer based in France, specializing in transforming complex business challenges into scalable AI solutions. With expertise spanning machine learning, deep learning, and MLOps, I help companies leverage the power of AI to drive real business value.

What I Do

  • AI & Machine Learning: Design and implement end-to-end ML pipelines from POC to production
  • Data Engineering: Build robust data infrastructures that power intelligent decision-making
  • MLOps & Automation: Deploy scalable, monitored ML systems with automated retraining
  • Strategic AI Consulting: Help businesses identify and implement high-impact AI opportunities

Recent Projects

🏒 Professional Experience

  • GenAI Content Pipeline - Built automated content generation system processing 1M+ items/month
  • E-commerce Fraud Detection - Developed ML system preventing €2M+ in fraudulent transactions
  • Real-Time Tourism Analytics - Created predictive analytics reducing tourist wait times by 40%
  • B2B Lead Scoring System - Implemented model increasing qualified leads by 178%
  • And more...

πŸŽ“ AI Engineer Projects

Completed 10 comprehensive projects covering the entire AI/ML lifecycle:

  1. Smart City Analytics - Urban tree maintenance optimization using geospatial ML
  2. Deep Learning Sentiment Analysis - Real-time brand protection system (94% accuracy)
  3. Computer Vision for Autonomous Vehicles - Semantic segmentation with 76.4% mIoU
  4. Healthcare Data Engineering - GDPR-compliant pipeline processing 10M+ records
  5. Customer Segmentation - Unsupervised learning for targeted marketing
  6. Content Recommendation System - Hybrid approach with 0.85 Precision@10
  7. Credit Scoring Model - Interpretable ML with SHAP explanations
  8. AI Project Management Framework - Strategic planning methodology
  9. MLOps Implementation - End-to-end pipeline with monitoring & A/B testing
  10. AI Chatbot with Azure - NLP-powered customer service automation

Technical Stack

Languages & Frameworks

Python JavaScript SQL

Machine Learning & AI

TensorFlow PyTorch Scikit-learn Hugging Face

Data & Analytics

Pandas Apache Spark Airflow

MLOps & Cloud

Docker Kubernetes Azure AWS MLflow

Current Focus

  • Exploring advanced RAG (Retrieval-Augmented Generation) techniques
  • Building production-ready GenAI applications
  • Contributing to open-source ML projects
  • Developing industry-specific AI solutions

Let's Connect!

I'm always interested in collaborating on innovative AI projects and helping businesses leverage data for growth.

LinkedIn Email Portfolio


Open to Opportunities

I'm available for:

  • Freelance AI/ML projects
  • Strategic AI consulting
  • Technical partnerships
  • Data science collaborations

"Turning data into decisions, and algorithms into impact."

Pinned Loading

  1. Bluebook-bulldozer-price-regression Bluebook-bulldozer-price-regression Public

    Machine Learning Project

    Jupyter Notebook

  2. Narnia-NLP Narnia-NLP Public

    NLP analysis of the famous book Narnia

    Jupyter Notebook 1

  3. Multil-class-Dog-Breed-Classification Multil-class-Dog-Breed-Classification Public

    Deep Learning Project

    Jupyter Notebook

  4. isoprom isoprom Public

    Project management tool with Laravel

    Mercury 1