Pinned Loading

1. Fake-News-Detection Fake-News-Detection Public

   I build a model that categorizes news as fake and real news using deep learning tools using a text-based dataset.

   Jupyter Notebook

2. Financial_Planning Financial_Planning Public

   I created two financial analysis tools by using APIs as part of the technical solution. The first was a personal finance planner that allowed users to visualize their savings composed by investment…

   Jupyter Notebook 1

3. Forecast-Inflation Forecast-Inflation Public

   I analyzed inflation trends in Turkey by applying various time series and regression models, including ARIMA and dynamic factor models, using R programming to provide insights into future inflation…

4. Recommender-System-GNN Recommender-System-GNN Public

   I employed Graph Neural Networks (GCNs) using PyTorch Geometric (PyG) to develop a recommendation system based on user-book interactions, evaluating LightGCN and NGCF models to recommend books effe…

   HTML

5. Speech-Emotion-Recognition Speech-Emotion-Recognition Public

   I harmonized diverse speech emotion datasets and developed convolutional neural network (CNN) models, including Mel Spectrogram CNN, MFCCs CNN, and Mel Spectrogram CRNN, achieving a 72% accuracy in…

   HTML 1

6. A_Whale_Off_the_Portfolio A_Whale_Off_the_Portfolio Public

   Quantitative analysis techniques with Python and Pandas to determine which portfolio is performing best across many areas: volatility, returns, risk, and Sharpe Ratios.

   Jupyter Notebook 1