- Undergraduate Degree in Financial Management
- Specialist in Data Science & Artificial Intelligence from PUCRS
- Experience in AML/FT for Fintechs
- SEO Writer for Finance, Trading, and Technology
- Currently pursuing a Specialization in Machine Learning Engineering from @FIAP
- AI Engineering
- AML/FT & Trading Solutions for Cryptocurrency
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| Project | Description | Tech Stack |
|---|---|---|
| PortfolioPro | Investment portfolio management tool | Python, yfinance, Plotly |
| Wine Quality Prediction | Wine quality assessment with Machine Learning | Python, Scikit-learn, Streamlit |
| Cats vs Dogs Classifier | Deep Learning image classification | TensorFlow, CNN, Gradio |
| Plant Disease Detection | Computer Vision for agriculture | Keras, Computer Vision |
| BART Text Summarization | Advanced NLP text summarization | Transformers, BART, Gradio |
| Project | Description | Tech Stack |
|---|---|---|
| Data Science for Financial Markets | 270+ upvotes, 900+ copies notebook exploring Data Science for application in Financial Markets | yfinance, PyPortfolioOpt, QuantStats |
| Text Summarization with LLMs | Advanced Natural Language Processing | Transformers, Bart, NLTK |
| CNNs From Scratch | Educational content on how to build a Convolutional Neural Network from scratch | Deep Learning, Computer Vision, Keras |
| LLM Science Exam Analysis | Large Language Model competition entry | Kaggle Competition, Transformers |
| Music Genre Classification | Audio Machine Learning | Audio Processing, HuBERT, Transformers |
| Dataset | Description |
|---|---|
| Wikipedia Crypto Articles | A collection of Wikipedia articles related to cryptocurrencies |
| Ibovespa Futures | Historical data for Ibovespa futures contracts |
| Model | Fine-tuned on |
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| Bart | Samsum Dataset (for text summarization) |
| Distilhubert | GTZAN Dataset (for music genre classification) |
