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Achievements

Achievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: YOLO

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  • Pro

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@Gauss-PWr @Programowanie-laby

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Manik2000/README.md

👋 About Me

🔧 Data Engineer at a startup, building data infrastructure with knowledge graphs and LLMs

🎓 PhD Researcher in XAI, focusing on counterfactual explanations

📊 Applied Mathematics graduate with strong background in probability and statistics

🚀 Currently working on:

  • Knowledge graph-based data architecture
  • Airflow DAGs for ETL processes
  • LLM integration for data extraction
  • API development and database engineering

🔬 Research:

  • Robustness in counterfactual explanations
  • Causality in XAI

💻 Technical Stack

🛠 Core: Python | C | Docker | Git | Linux | CI/CD

🗄 Data & Infrastructure: PostgreSQL | MSSQL | Airflow | FastAPI | GCP

🧮 ML & Scientific Computing: PyTorch | JAX | NumPy | SciPy | Transformers | Knowledge Graphs

🔮 Future Plans

🌟 Open Source:

  • Developing Python packages for scientific computing
  • Contributing to ML and statistical computing libraries

📚 Learning: Rust, Go, Nix

🎯 Long-term: Founding a technical startup

Pinned Loading

  1. unsupervised-ml-image-compression unsupervised-ml-image-compression Public

    Web application enabling compression of images using unsupervised machine learning algorithm.

    Python