Category: Machine Learning
Churn Prediction
This project focuses on predicting customer churn utilizing machine learning using their past behavior. Additionally, the project includes the development of a RESTful API 
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Credit Scoring
Developed a credit scoring model for Company ‘X’ to assess customer credit worthiness based on data from past borrowers. The aim is to help the company meet their target loan approval rate and default rate 
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Restaurant Recommendation
This project helps people in Nashville find great restaurants easily. We use a hybrid method to make personalized recommendations for users, collaborative filtering and content-based filtering. I also handle cold start.
Kubeflow Pipeline - House Price Prediction
This project solely focuses on leveraging Kubeflow Pipelines for house price prediction, from preparing data, training model to saving it to google cloud storage. Also includes deploying on kubernetes without getting into the details of methodology of building models. 