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baloglu321/README.md

👨‍💻 About Me

I am an AI Engineer passionate about bridging the gap between heavy research models and real-world performance. My core focus is on High-Performance Computing, RAG Architectures, and Computer Vision pipelines. I don't just train models; I optimize them for production.

  • 🔭 Building Multi-Hop Inference RAG Systems and pushing limits with YOLO/TensorRT.
  • 🌱 Exploring the frontiers of Agentic AI and Advanced Data Science.
  • 🐧 Native to the Linux terminal; obsessed with efficiency.

🛠️ Tech Stack & Tools



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  1. Background-Generator Background-Generator Public

    In this project, the background of the uploaded image is removed with Rembg. The background is reconstructed using Stable diffision models. The reconstructed image is sent to the interface via Gradio.

    Python 2

  2. langchain_agent langchain_agent Public

    A highly stable ReAct Agent built on LangChain and powered by a local Ollama (Gemma 3) server, demonstrating advanced tool orchestration for complex tasks including YouTube transcription and multim…

    Python 3

  3. Hibrit_Chatbot_with_llamaindex Hibrit_Chatbot_with_llamaindex Public

    This project implements a flexible hybrid artificial intelligence system designed to analyze user queries and intelligently route them to the appropriate processing module.

    Python 3

  4. Hibrit_Chatbot_with_langchain Hibrit_Chatbot_with_langchain Public

    A powerful hybrid chatbot system built with LangChain and Gradio. It features an intelligent Query Router that dynamically directs user questions to either a fast, general Basic LLM or a robust, to…

    Python 3

  5. Rag_wokspace Rag_wokspace Public

    This project represents a production-ready RAG (Retrieval-Augmented Generation) architecture. It evolves beyond standard vector search by implementing Hybrid Search (BM25 + Dense Retrieval), Cross-…

    Python 3

  6. Agentic-rag Agentic-rag Public

    An intelligent multi-tool AI agent combining Retrieval-Augmented Generation (RAG) with hybrid search and cross-encoder re-ranking. Seamlessly handles diverse tasks including knowledge retrieval, we…

    Python 3