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Akshat Mehta's Projects

codepro-edtech-lead-scoring-classification-mlops-assignment icon codepro-edtech-lead-scoring-classification-mlops-assignment

In this project, you will create an end-to-end Airflow pipeline, integrated with MLflow, for CodePro, an EdTech startup, to perform lead scoring and maximize profitability while minimizing the Customer Acquisition Cost (CAC). The assignment involves data collection, preprocessing, and periodic model retraining within Airflow, alongside development

credit-card-fraud-detection-capstone-project-epgp icon credit-card-fraud-detection-capstone-project-epgp

In this Upgrad/IIIT-B Capstone project, we navigated the complex landscape of credit card fraud, employing advanced machine learning techniques to bolster banks against financial losses. With a focus on precision, we predicted fraudulent credit card transactions by analyzing customer-level data from Worldline and the Machine Learning Group.

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