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Fintech Automation2022

REVENUE ANALYTICS.

1 min read
REVENUE ANALYTICS

01 / Overview

Real-time financial visualization and automated reconciliation for cross-border payment processors.

Revenue Analytics provides a real-time window into complex cross-border financial flows. Designed for payment aggregators, it automates the tedious task of reconciling bank statements with internal transaction logs. The platform uses machine learning to identify anomalies and potential fraud patterns before they impact the bottom line.

02 / Technologies

Python
Pandas
React
D3.js
Snowflake

03 / Challenges

Handling multi-currency reconciliation with fluctuating exchange rates and varying settlement cycles across different countries required a sophisticated temporal data model.

04 / Results

Automated 95% of the reconciliation process, which previously took a team of five accountants several days each month. Fraud detection rates improved by 30%.