🚀 Bridging AI/ML with Real-World Applications

📍 Morocco 🇲🇦

Data Science Master's student and Full-Stack Developer passionate about bridging AI/ML with real-world applications. I specialize in building intelligent systems that solve complex problems, from predictive modeling and computer vision to Generative AI and web deployment.

• 🎓 Master's in Data Science and Analytics at Cadi Ayyad University
• 🔭 Currently working on LLM fine-tuning, RAG systems, and AI-powered applications
• 🧠 Experienced in Deep Learning, NLP, Computer Vision, and Generative AI
• 🌐 Skilled in deploying ML models as interactive web applications
• 💡 Passionate about leveraging AI to create impactful, scalable solutions
• 🎯 Focused on bridging the gap between data science and production-ready systems

• 🔍 Automated Fact-Checking Pipeline via LLM Fine-Tuning

  • Engineered synthetic training dataset using knowledge distillation (Gemini 2.5 Pro)
  • Fine-tuned Mistral-Nemo 12B model using Unsloth (QLoRA) achieving 0.92 training loss
  • Designed RAG retrieval pipeline with LangChain and ChromaDB for zero-hallucination extraction
  • Technologies: PyTorch LangChain ChromaDB Hugging Face Unsloth

• 🧠 Brain Tumor Detection Using Deep Learning

  • Developed VGG16-based transfer learning model for MRI image classification
  • Achieved accurate classification across 4 categories: glioma, meningioma, pituitary, no tumor
  • Technologies: TensorFlow Keras Python Computer Vision

• 🎬 Movie Recommendation System

  • Created content-based recommendation system using KNN algorithm
  • Deployed as interactive web app with Streamlit
  • Technologies: scikit-learn Streamlit Python Pandas

• 🏠 House Price Prediction Using Linear Regression

  • Built regression model with extensive preprocessing and feature engineering
  • Achieved R-squared value of 0.8469
  • Technologies: scikit-learn Pandas NumPy Python

• 🎯 Quiz Application

  • Interactive quiz platform built with modern JavaScript
  • Technologies: JavaScript HTML5 CSS3

• 🚀 Express API Initializer

  • TypeScript tool for generating Express.js applications
  • Streamlines API development workflow
  • Technologies: TypeScript Node.js Express.js

Master's in Data Science and Analytics
Polydisciplinary Faculty of Safi - Cadi Ayyad University | Oct 2024 - July 2026

Professional Bachelor's in Computer Systems and Software Engineering
Essaouira Higher School of Technology - Cadi Ayyad University | Oct 2023 - July 2024

Front-End Developer | Integral Progress Technology, Marrakech
Apr 2024 - Aug 2024

• Developed dynamic web pages for Quality Management module using React.js, TypeScript, and Tailwind CSS
• Integrated APIs for dynamic data fetching and display
• Managed application state using Redux Toolkit
• Collaborated with backend team on API communication and error handling

• 🇲🇦 Arabic - Native
• 🇫🇷 French - Professional
• 🇬🇧 English - Professional

I'm always interested in connecting with fellow developers and exploring new opportunities!

🤝 Let's Build Something Amazing Together!

I'm always open to collaborating on interesting projects, especially in:

• 🤖 AI/ML & Deep Learning
• 🧠 LLM Fine-tuning & RAG Systems
• 🌐 Full-Stack Web Applications
• 📊 Data Science & Analytics

📬 Feel Free to Reach Out!

"The best way to predict the future is to invent it." - Alan Kay

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⭐ Thanks for Visiting! Happy Coding! 🚀