# Jonas Ferrao | Intelligence Engineer

> Portfolio of Jonas Chris Ferrao, an AI ML Engineer specializing in machine learning, data science, and software engineering. Explore innovative projects in neural networks, computer vision, and production-grade ML systems.

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# Finance Metrics

Real-Time Market Price Prediction & News Analytics

Project Dossier

A comprehensive financial analysis platform. Utilizing LSTM-based Neural Networks, the system forecasts stock prices for 7 leading tech companies with a 13% error rate.

####  Core Modules

##### 01. Prediction Engine

Centered around an **LSTM-based Neural Network** trained on historical data from 7 leading Tech Stocks. The model achieves an impressively low 13% error rate.

[REF_IMG]: Stock Module

##### 02. News Aggregator

A live feed module that continuously fetches and categorizes global financial news, regulatory changes, and industry developments.

[REF_IMG]: News ModuleKey Stats13%Error Rate7TickersReal-timeUpdatesActions[Source Code](https://github.com/projectultra/Finance_Metrics)

## Reach out to me

[EMAIL](mailto:jonasferrao21@gmail.com)[PHONE](tel:+918805513038)[LINKEDIN](https://www.linkedin.com/in/jonas-ferrao/)

© 2026 JONAS FERRAO

@PROJECTULTRA