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ErdemAslans/README.md

Erdem Aslan

LinkedIn Email

AI & Machine Learning Researcher| Full Stack Developer | Data Scientist

  • 🧠 Expertise: Deep Learning, Machine Learning, Full Stack Web Development
  • 🛠️ Technologies: Python, Django, Node.js, .NET, ViT, SegFormer, Swin, RAG, XGBoost, LightGBM
  • 🎯 Interests: Healthtech, Fintech, AI-powered Systems, Big Data
  • 🌍 Based in Izmir, Turkey

My Stack Arsenal:

  • Languages & Frameworks: Python, Django, Node.js, .NET, TensorFlow, PyTorch, Jupyter, RESTful APIs
  • Models & Libraries: Vision Transformer, SegFormer, Swin Transformer, XGBoost, LightGBM, CatBoost, Optuna, SHAP
  • Databases: PostgreSQL, MongoDB, Firebase
  • Tools: Git, Docker, AWS, Google Cloud Platform

Pinned Loading

  1. Automated-Pulmonary-Hypertension-Detection-Model-Based-on-ViT Automated-Pulmonary-Hypertension-Detection-Model-Based-on-ViT Public

    Pulmonary hypertension (PH) is a severe condition characterized by high blood pressure in the lungs' arteries. Early detection is crucial for effective treatment. This project aims to develop a rob…

    Jupyter Notebook 4

  2. AI-Powered-Live-Support-with-RAG-Django-Scalable-Intelligent-Assistance AI-Powered-Live-Support-with-RAG-Django-Scalable-Intelligent-Assistance Public

    A comprehensive food ordering platform integrated with AI-powered live support using Retrieval-Augmented Generation (RAG). Features include user authentication, a detailed blog, a full menu with f…

    CSS 2

  3. ALL-IN-BANKER ALL-IN-BANKER Public

    ALL-IN-BANKER is an AI-powered banking platform designed to streamline and optimize critical banking processes. This platform consolidates multiple AI-driven solutions into a single system, offerin…

    Jupyter Notebook 2

  4. Home-Credit-Risk-Prediction-with-XGBoost-LightGBM-and-CatBoost-Analysis-Credit-Default-Risk-Dataset Home-Credit-Risk-Prediction-with-XGBoost-LightGBM-and-CatBoost-Analysis-Credit-Default-Risk-Dataset Public

    credit risk using advanced machine learning techniques on the Home Credit Default Risk dataset. This study implements advanced feature engineering, handles missing data, and addresses class imbalan…

    Jupyter Notebook 2