Finlatam

Overview

A comprehensive fintech dashboard that aggregates and visualizes financial data from Latin American markets. Built to provide real-time insights on market trends, asset performance, and economic indicators — designed for investors and analysts who need a LATAM-focused financial intelligence tool.

The Challenge

Latin American financial markets are fragmented across different exchanges, currencies, and regulatory environments. There was no unified platform that provided clean, actionable data with a modern UX for LATAM-focused investors.

The Approach

I designed a data pipeline using Python and Scrapy to aggregate financial data from multiple sources. The frontend is a React dashboard with custom D3-based visualizations. I integrated TensorFlow models for trend prediction and anomaly detection.

The Outcome

Shipped MVP aggregating data from multiple LATAM markets with interactive charts, analytics, and ML-powered trend insights.

Key Highlights