> 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.

# Projects

MACHINE LEARNING // ENGINEERING

RESEARCH

### PREML

Photometric Redshift Estimation using Physics-Guided Neural Network (PGNN), combining machine learning and template fitting.

PyTorchPhysics-MLAstroRESEARCH

### GCBLANE

Graph-enhanced Convolutional BiLSTM Attention Network, a novel deep learning technique for accurate TFBS prediction.

TensorFlowGraph NNKerasMEDICAL

### OsteoAI

SOTA Osteoporosis detection from X-Ray images using finetuned Image Models.

ResNetFlaskReactSPEECH

### Hindi ASR

Live Speech-to-Text using ONNX-optimised Conformer Model.

ONNXNvidia NeMoConformerWEB APP

### Finance Metrics

Predicting future market prices with Deep Learning in real time, with live news updates.

DjangoLSTMDockerDATA SCIENCE

### Airbnb Prediction

Predicting Airbnb listing prices using XGBoost and Random Forest.

XGBoostScikit-LearnPandas

## 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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