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khaledsellami/README.md

Hi there! 👋

🚀 About Me

I'm Khaled Sellami, a data scientist and software engineer with a passion for applying AI on Software Engineering problems such as modernizing software architectures. I love working with Python and tackling new problems.

🔧 Technologies & Tools

  • 🖥️ Languages: Python, Java, Go, C#, JavaScript...
  • 🔍 Frameworks & Libraries: PyTorch, Transformers, Pandas, Plotly, Vue.js, etc.
  • ☁️ Cloud & MLOps: Docker, Kubernetes, Azure, W&B, MLflow.
  • 📦 Version Control: Git, DVC, GitHub, GitLab.

📚 Latest Projects

  • 🔹 MonoMorph - A fully automated refactoring tool that transforms monolithic Java applications into microservice architectures.
  • 🔹 RLDec - An implementation of the RLDec decomposition approach as described in the paper "Extracting Microservices from Monolithic Systems using Deep Reinforcement Learning".
  • 🔹 MicroAnalyzer - Analyzing microservices applications in various programming languages in order to match classes and methods to their source codes and services.
  • 🔹 MSExtractor - An implementation of the MSExtractor decomposition approach as described in the paper "Improving microservices extraction using evolutionary search".

📖 Publications

📫 Connect with Me

Thanks for stopping by! 😃

Popular repositories Loading

  1. decomp-rldec decomp-rldec Public

    This project is an implementation of the RLDec decomposition approach as described in the paper "Extracting Microservices from Monolithic Systems using Deep Reinforcement Learning"

    Python 2

  2. monomorph monomorph Public

    MonoMorph is a fully automated refactoring tool that transforms monolithic Java applications into microservice architectures.

    Python 2

  3. decomp-parsing-service decomp-parsing-service Public

    Decomp-Parsing-Service is a Python module that transforms abstract static analysis results into intermediate representations that can be used to suggest a decomposition of a monolithic application …

    Python 1

  4. decomp-java-analysis-service decomp-java-analysis-service Public

    Decomp-Java-Analysis-Service is an AST-parser for generating metadata about the classes and methods declared in a given Java source code for the purpose of monolith to microservice decomposition.

    Java 1

  5. decomp-hydec decomp-hydec Public

    A hierarchical DBSCAN based approach for decomposing monolithic applications using a combination of static and dynamic analysis data

    Python 1 3

  6. graphproject graphproject Public

    a simple c++ graph project

    C++