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1. Airbnb-Price-Prediction Airbnb-Price-Prediction Public

   Developed a machine learning-based predictive model to forecast Airbnb prices using features like location, amenities, and property type.

   Jupyter Notebook

2. MLPedestrianForecast MLPedestrianForecast Public

   A machine learning & deep learning-based probabilistic time series forecasting project to predict pedestrian flow in Würzburg. Uses LSTM, CatBoost, and LightGBM to optimize forecasting accuracy.

   HTML

3. AI-Image-Inpainting AI-Image-Inpainting Public

   This project explores how modern generative AI enhances image processing by comparing state-of-the-art models to traditional techniques, revealing significant performance and quality improvements.

   Jupyter Notebook

4. A-Simulation-Study A-Simulation-Study Public

   Conducted a simulation study to optimize the throughput of an ice cream shop.

   Jupyter Notebook

5. Streamlit-Project-Showcase Streamlit-Project-Showcase Public

   This Streamlit app presents a collection of my university projects in Data Science and Data-Driven Analysis, covering Machine Learning, Deep Learning, and Simulation techniques.

   HTML

6. mnist-cnn-numpy-framework mnist-cnn-numpy-framework Public

   Implemented a convolutional neural network from scratch using only NumPy to classify MNIST digit images.

   Python