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1. Online-Marketing-Purchase-Prediction Online-Marketing-Purchase-Prediction Public

   This work predicts the buyers and non-buyers on an online shopping platform at a 92.4% accuracy, 89.8% precision and 95.3% recall performance.

   Jupyter Notebook

2. Sophia-Chat-With-PDF Sophia-Chat-With-PDF Public

   Open AI GPT Q&A ChatBot. Developed using LangChain, OpenAI - GPT3.5 Turbo, Facebook FAISS, Streamlit, Azure

   Python 1

3. Emotion-Recognition-Out-Of-Facial-Expression-With-Deep-Learning Emotion-Recognition-Out-Of-Facial-Expression-With-Deep-Learning Public

   This finished product is able to analyze, evaluate and recognize the 7 fundamental emotions. The product can process live video streams as well as recorded videos utilizing convolutional neural net…

   Python 1

4. Churn-Prediction-for-U.S.-Telecom-Data Churn-Prediction-for-U.S.-Telecom-Data Public

   It is focused on customer churn utilizing the personal info and various user statistics on a telecom user database from U.S. The performance of the final model is 98.8% accuracy and 96.4% f-beta sc…

   Python

5. Pharmaceutical-Products-Sales-Forcasting Pharmaceutical-Products-Sales-Forcasting Public

   This project aims to predict the sales volume in units of 5 pharmaceutical products for 4 months including Covid-19 period. The work fulfilled the best prediction scores in a competition with MAPE …

   Jupyter Notebook 2

6. European-Credit-Card-Fraud-Detection European-Credit-Card-Fraud-Detection Public

   This projects aims to detect the fraudulent transactions and to avoid them before happening to prohibit loss in millions of $. The prediction model succeeds a 97.3 precision, 92.7 recall rate along…

   Jupyter Notebook 1