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elamraniadnane1/README.md

πŸ‘‹ Hi, I'm Adnane El Amrani

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🎯 About Me

Coding

I'm an AI Engineer and recent Master's graduate in Software Engineering from Al Akhawayn University (Summer 2025), passionate about leveraging AI/ML to drive innovation and digital transformation.

  • πŸ”¬ Research Focus: MLOps, RAG Systems, e-Governance, AI for Social Choice
  • 🌍 Location: Rabat, Morocco
  • πŸ“š Published Author: IEEE-ICCA 2025, ICDTA 2025
  • πŸŽ“ Education: M.S. Software Engineering | B.S. Computer Science
  • πŸ’Ό Experience: AI Engineering, Data Science, MLOps Implementation
  • 🌐 Languages: English (Advanced), Arabic (Native), French (C1)

πŸ† Certifications & Achievements

Azure AI AWS ML

  • πŸ“ 2 Peer-Reviewed Publications in International Conferences
  • πŸ… Dean's Honor List: Fall 2022-2023, Fall 2023-2024
  • πŸ‘₯ Leadership: VP of Cybersecurity Club, organized 5+ events with 500+ participants

πŸ’» Tech Stack

AI/ML & Data Science

Python TensorFlow PyTorch Scikit-Learn Hugging Face

MLOps & DevOps

Docker Kubernetes MLflow Jenkins GitLab CI

Cloud Platforms

AWS Azure GCP

Data Engineering

Apache Spark Apache Kafka Hadoop

Databases

PostgreSQL MongoDB MySQL Cassandra

Programming Languages

Java JavaScript C++ Scala

πŸ“Š Featured Projects

🌾 FilahaAdvisor - AI-Powered Agricultural Advisory System

  • Developed multilingual RAG-based system achieving F1: 0.85, ROUGE-L: 0.79
  • 90%+ user satisfaction rate across Arabic, French, and Moroccan Darija
  • Tech: LLMs, Vector Databases, FastAPI, Docker
  • Publication: ICDTA 2025

πŸ—³οΈ US Election 2024 Outcome Prediction

  • Built BERT-based sentiment analysis model for political prediction
  • Analyzed 1M+ tweets for stance detection and sentiment classification
  • Achieved 87% accuracy in predicting voter sentiment trends
  • Tech: BERT, TensorFlow, Python, Twitter API

πŸ“ˆ ETL/ELT Data Pipeline Architecture

  • Designed scalable pipelines handling 1TB+ datasets
  • Optimized transformation efficiency by 40% using modern frameworks
  • Enabled real-time analytics and seamless cross-platform data migration
  • Tech: Apache Spark, Kafka, Python, Cloud Services

πŸ“š Research Publications

  1. "Advancing Web Accessibility: Systematic Review of Machine Learning Approaches for Web Content Synthesis and Accessibility for the Visually Impaired"
    IEEE-ICCA 2025 - Paper #1571176092 (Accepted for Publication)

  2. "AI-Powered Advisory System for Moroccan Agriculture (FilahaAdvisor)"
    ICDTA 2025 - International Conference on Digital Technologies and Applications

πŸ”¬ Research Interests

  • Digital Transformation & e-Governance
  • LLMOps & MLOps
  • Retrieval-Augmented Generation (RAG)
  • AI for Social Choice & Civic Participation
  • Accessible Technology
  • Computational Modeling of Political & Social Sciences

πŸ“ˆ GitHub Stats

GitHub Stats

GitHub Streak

Top Languages

πŸ“« Let's Connect!

I'm always interested in collaborating on innovative AI projects and research opportunities. Feel free to reach out!

Email
Academic Email


πŸ’‘ "Leveraging AI to drive innovation and create impactful solutions for tomorrow's challenges."

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  1. CSC5382_SP24_FINALPROJECT CSC5382_SP24_FINALPROJECT Public

    SP24_PROJECT

    Jupyter Notebook 5 1

  2. CSC5356_Project_2_SP24 CSC5356_Project_2_SP24 Public template

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  3. CSC5356_SP24_bis CSC5356_SP24_bis Public

  4. AyoubMaimmadi/ETL-and-ELT-integration-pipelines AyoubMaimmadi/ETL-and-ELT-integration-pipelines Public

    ETL and ELT are data processing pipelines. ETL extracts data, transforms it, and then loads it into a database, ensuring it's clean before storage. ELT, however, loads raw data first and transforms…

    Python

  5. AyoubMaimmadi/SP24-CSC537401-Project_1 AyoubMaimmadi/SP24-CSC537401-Project_1 Public