Case Studies/Tax Fraud Detection & Analytics Dashboard
API Integration Tax Audit Firm Bahamas

Tax Fraud Detection & Analytics Dashboard

An end-to-end ETL data pipeline and Power BI dashboard built to help a Bahamas tax audit firm detect fraud and perform high-level analytics on tax data.

3 FlaggedTAX FRAUD RISK SCORE — BAHAMASETL PipelinePower BI · Python

The Challenge

The firm needed to process raw, unstructured tax data from multiple sources, surface fraud patterns, and give auditors an intuitive tool to drill into company-level details — all within a secure cloud environment.

Our Solution

We built an end-to-end ETL pipeline in Python that ingests raw data, engineers ML-ready features, and loads clean data into PostgreSQL. A Power BI dashboard sits on top, giving auditors both high-level overviews and granular drill-downs. The entire stack is hosted on secure cloud infrastructure following industry best practices for sensitive financial data.

Tech Stack

PythonPostgreSQLPower BIAWS

Service

API Integration

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Results

The Outcomes

End-to-end ETL pipeline processing tax records

ML feature engineering for fraud pattern detection

Secure cloud infrastructure protecting sensitive data

Power BI dashboard enabling rapid audit drill-downs

The analytics dashboard brought unprecedented clarity to our auditing process. A powerful tool that transformed how we detect fraud.

Jasmine Rolle

Senior Auditor, BayTax Analytics

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