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transaction-analysis

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crypto-aml-check

AML Checker detection and analysis tools for cryptocurrency transactions using machine learning and blockchain data. Ensuring compliance and reducing money laundering risks.

  • Updated Feb 27, 2025

The project involves developing a Python script for the Fintech DataLab Challenge23, utilizing a linear regression model to forecast client transactions and predict transaction amounts based on historical data for a leading fintech company.

  • Updated Nov 19, 2023
  • Jupyter Notebook

A complete end-to-end Bank Analytics project analyzing loan data and credit/debit transactions. Includes dashboards in Excel, Power BI, Tableau, SQL-based analysis, and a detailed presentation. Datasets are confidential and not uploaded.

  • Updated Dec 8, 2025

A machine learning project that classifies blockchain transactions into categories such as sales, purchases, transfers, scams, and phishing attempts. The project leverages models like Random Forest, KNN, and AdaBoost, with advanced preprocessing techniques to improve accuracy and address class imbalance.

  • Updated Mar 21, 2025
  • Jupyter Notebook

"A comprehensive SQL-based analysis of a banking database for 'The Big Bank'. This project explores customer banking behavior, transaction trends, and account management. The analysis aims to optimize banking operations, enhance fraud detection, improve customer segmentation, and increase revenue using data-driven insights."

  • Updated Jun 16, 2025

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