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ImenBenAmar/README.md


About Me

Coding

Data Science Student & ML Engineer specializing in production-grade AI systems and real-time data pipelines.

Core Expertise:

  • 🤖 Machine Learning & Deep Learning
  • 🔮 LLMs, RAG & Conversational AI
  • ⚡ Real-Time Data Streaming (Kafka, Spark)
  • 🚀 MLOps & Model Deployment
  • 📊 Big Data Analytics & Engineering

Current Focus: Building end-to-end ML systems from research to production, with emphasis on scalability and monitoring.



🚀 Featured Projects

⚡ Real-Time Sentiment Streaming





NBA sentiment analysis pipeline processing 1000+ posts/minute with Kafka & Spark Streaming, real-time dashboards via Grafana & InfluxDB.

🔧 End-to-End MLOps Pipeline





Production ML platform with CI/CD automation, experiment tracking (MLflow), Kubernetes orchestration, and drift monitoring.

🤖 RAG Assistant





Conversational AI chatbot using Mistral 7B with RAG architecture, semantic search, and ChromaDB vector storage.




More projects on GitHub
Exploring distributed training, multi-modal AI,
and advanced time-series forecasting



🛠️ Technical Stack

ML & AI

Data Engineering & Streaming

MLOps & DevOps

Databases & Visualization



📊 GitHub Activity



🤝 Let's Connect


LinkedIn
Email
Kaggle


💬 Open to discussing:

ML Architecture • MLOps • Real-Time Systems • LLMs & RAG • Data Engineering



💫 "Building intelligent systems that scale from prototype to production"

⭐️ Made with ❤️ by Imen BenAmar | Updated December 2024

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  1. Tweets_Sentiment_Streaming Tweets_Sentiment_Streaming Public

    Sentiment Analysis of Tweets in real time

    Python 11 7

  2. YomnaJL/MLOPS YomnaJL/MLOPS Public

    HTML 2

  3. Deep_learning Deep_learning Public

    Learning the basic of deep learning

    Jupyter Notebook 1

  4. Machine_Learning Machine_Learning Public

    Learning the basic of Machine learning

    Jupyter Notebook 1

  5. face_identification face_identification Public

    detect faces and identify the person from the data stocked in sql server

    Jupyter Notebook 1

  6. Pipline-Data-Medical Pipline-Data-Medical Public

    end-to-end data pipeline for medical XML data, transforming 1,646 XML files into a clean Data Warehouse structured in a star schema, automated with Airflow, visualized with Power BI, and analyzed u…

    Jupyter Notebook 2 2