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sefepolat/README.md

Süleyman Efe Polat — AI Engineer in the Making

Typing SVG

💻 About Me

I'm a Computer Engineering student passionate about building robust applications and solving complex problems with AI. My primary focus is on Machine Learning, Deep Learning, and Large Language Models (LLMs).

  • 🔭 Currently exploring: LLM Architectures, RAG Systems & Agentic Workflows
  • 🌟 Open to collaborating on innovative AI/ML and software engineering projects!

🎓 Education

  • 📍 Computer Engineering — Eskisehir Osmangazi University (2023 – Present)
  • 📜 Certified in ML, DL, LLMs — View on LinkedIn →

🚀 Projects


🛠️ Skills

Languages

AI / ML / Data Science

Web / Backend & Tools


📊 GitHub Stats

Efe's GitHub Stats Top Languages


📫 Get in Touch

Feel free to connect with me on LinkedIn to discuss projects, collaborations, or just to say hi!


LinkedIn    Email    Medium    Visitor Counter

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  1. Diabetes-CDSS---RAG-LLM-Assisted-Explainable-Diabetes-Clinical-Decision-Support-System Diabetes-CDSS---RAG-LLM-Assisted-Explainable-Diabetes-Clinical-Decision-Support-System Public

    Clinical Decision Support System for diabetes risk prediction using XGBoost, SHAP/LIME explainability, RAG-powered LLM reporting (Ollama/ChromaDB), FastAPI, and Streamlit. Fully containerized with …

    Python

  2. ercodex/Federated-Learning-Based-LSTM-for-Vehicle-SoC-Prediction ercodex/Federated-Learning-Based-LSTM-for-Vehicle-SoC-Prediction Public

    This project implements a Federated Learning-based LSTM model for predicting the State of Charge (SoC) of electric vehicles.

    Python 1

  3. IPCI---Image-Processing-Chat-Interface IPCI---Image-Processing-Chat-Interface Public

    A real-time, voice-controlled image and video processing assistant powered by Whisper, local LLM (LLaMA 3.1 via Ollama), and OpenCV for interactive spatial and frequency-domain computer vision oper…

    Python 1

  4. Abalone-AI-Agent---SUEFPO-OMOZ-Int2AI-Project Abalone-AI-Agent---SUEFPO-OMOZ-Int2AI-Project Public

    An intelligent Abalone board game built with Python and Pygame. Features multiple AI algorithms (Greedy, ID Minimax, Alpha-Beta Pruning with Transposition Tables, Quiescence Search) and an interact…

    Python