Abhishek Kargawal

Data Scientist @NatWest Group

Edinburgh, GB

Business Through Personal Accounts Identification: Developed a clustering model using time series features to identify business transactions through personal accounts. Implemented an interactive dashboard, enhancing decision-making with past transaction details.Customer Mortgage Retention - Built a classification model to predict mortgage customer churn within three months, identifying key drivers and presenting strategies to senior stakeholders, improving retention strategies.Web Chat Classification - Built a classification model to automate the process of assigning labels to web chat transcripts.Income Forecast Modeling Project: Developed an income forecasting model using Python and Alteryx, applying time series analysis and ARIMA models. The predictions, integrated into a Power BI report, are used by senior bank executives for strategic decision-making.Anomaly Detection in Youth Accounts: Implemented a model to detect unusual transactions in youth accounts, identifying large amounts or gambling activities by analysing transaction amounts, types, and descriptions.Data Analysis for Money Movement: Conducted data analysis to track fund movements across various bank products, identifying patterns such as customers shifting funds for better interest rates or mortgage payments. Insights were integrated into Power BI reports for strategic analysis.

Visvesvaraya Technological University

Bachelor's degree, Electronics & Communication

University of St Andrews

Master's degree, Artificial Intelligence