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MarkoKolarski/README.md

👨‍💻 About

Final-year Information Engineering (Data Science) student at Faculty of Technical Sciences, University of Novi Sad. My focus spans Machine Learning, AI Engineering, Data Science, and Software Engineering.

I've developed RAG systems, NLP solutions, and full-stack applications backed by modern DevOps practices, with particular expertise in:

  • 🧠 Machine Learning
  • 🤖 AI Systems & Transformers
  • 📊 Data Science & Analytics
  • 🌐 Full-Stack Web Development

Whether it's designing RAG systems, fine-tuning LLMs, building intelligent data pipelines, or developing robust full-stack platforms with real-time analytics and monitoring, I'm deeply interested in crafting scalable, data-driven solutions that bridge cutting-edge AI with practical software engineering.

📬 Connect

Feel free to reach out or follow my work here:

LinkedIn Email Portfolio

🔧 Tech Stack

🤖 Core ML/AI Tools

🌐 Full-Stack & Supporting Tools

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  1. RepoSearchRAG RepoSearchRAG Public

    LLM-based Listwise Reranker for Retrieval-Augmented Generation (RAG) over GitHub code repositories. Includes advanced retrieval, reranking, summarization, and evaluation with Recall@K.

    Python

  2. ConcertTourBot ConcertTourBot Public

    A Python-based RAG system for managing 2025–2026 concert tour info. Supports CLI & Streamlit UI, with LLM integration (Google Gemini & Hugging Face) for document ingestion, summarization, and Q&A.

    Python

  3. Computer_Store_Management_System Computer_Store_Management_System Public

    Java + Oracle SQL System for Managing Computer Store Products, Orders, Feedback, and Inventory

    Java

  4. Neural_Networks_project_Religious_classification Neural_Networks_project_Religious_classification Public

    This project uses neural networks to classify religion from flag and geopolitical features, using EDA, a custom CNN, and MobileNetV2 to explore links to religious affiliation.

    Jupyter Notebook

  5. Onlybuns_Social_Platform Onlybuns_Social_Platform Public

    Full-stack social media app with Django, React & PostgreSQL – RabbitMQ fanout, Prometheus/Grafana monitoring, profiles, background tasks, real-time monitoring, and fanout ads integration.

    JavaScript

  6. Booking_app Booking_app Public

    Booking system with support for guests, owners, guides, and tourists — built as a desktop console application in C# using WPF and the MVVM architecture.

    C#