8000 SasCezar (Cezar Sas) Β· GitHub
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SasCezar/README.md

πŸ‘‹ Hi, I'm Cezar Sas

I’m a PhD researcher in AI for Software Engineering, with a focus on applied Machine Learning, Natural Language Processing, and intelligent systems for analyzing code and technical content.

🧠 My research combined language models and graph neural networks for tasks such as software classification, semantic parsing, and multilingual information extraction.

πŸš€ I’m currently deepening my applied skills in retrieval-augmented generation (RAG) and agent-based LLM systems, and expanding into production-oriented ML system design. I'm building modular, reproducible pipelines using tools like ZenML, Docker, and LangGraph β€” turning prior knowledge into practical, system-oriented design.

πŸ› οΈ Tech Stack: Python β€’ PyTorch β€’ Hugging Face β€’ LangChain β€’ LangGraph β€’ Qdrant β€’ MongoDB β€’ Docker β€’ ZenML

πŸ“‚ Featured Projects:

  • AutoFL – Semantic annotation of software files and packages
  • ScientificPapersRAG – RAG pipeline for querying research papers with semantic search

🌐 Connect with me: LinkedIn β€’ Google Scholar

I’m open to collaboration and roles in AI/ML, applied NLP, and LLM-powered systems β€” especially where research and engineering come together.

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  1. AutoFL AutoFL Public

    A tool for semantic annotation of file, package, and projects based on their application domain..

    Python 2

  2. ScientificPapersRAG ScientificPapersRAG Public

    End-to-end RAG pipeline for scientific papers using LangChain, Qdrant, ZenML, and LangSmith.

    Jupyter Notebook

  3. SoftwareTopics SoftwareTopics Public

    Jupyter Notebook

  4. AnnotatedWasteComponents AnnotatedWasteComponents Public

    Semantically Annotate Software Components for Reuse

    Python

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