# 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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# OsteoAI

SOTA Osteoporosis Detection from X-Ray Images

Project Dossier

A full-stack medical application for osteoporosis detection from X-Ray images. The system uses fine-tuned image models to classify bone density health with high accuracy.

####  Engineering

##### Deep Learning Pipeline

Fine-tuned 3 distinct Deep Learning models for bone disease classification. Implemented a regression head for **T-Score prediction**, ensuring results fall within a ±0.25 unit margin of error 85% of the time.

##### Full-Stack Deployment

The model is served via a Flask API, integrated with a React frontend, and deployed on Azure Web Services for high availability.

Key Stats94%Accuracy0.85R2 Score0.25MAEActions[Live System](https://osteoai-hsbgbsepgxfzdgf5.eastus-01.azurewebsites.net/)

## Reach out to me

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

© 2026 JONAS FERRAO

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