Hi 👋, I'm Matheus de Mattos

An undergraduate student in Computer Science, Data Science enthusiast.

👨‍💻 Data Science Projects:

♻️⚡ Green Energy Forecasting and Supply Chain Optimization
- Machine Learning model to forecast annual biomass production
- Combinatorial optimization to minimize the supply chain implementation cost
🏘️ Housing Prices Prediction App using Streamlit

Links: Repository, App
- Web app made with Streamlit that predicts housing prices.
- Preprocessing, feature engineering, dataviz and Machine Learning techniques.
🌳 Decision Trees from scratch
- Decision Tree with CART algorithm using solely NumPy and Python.
- Visualization of the tree using Dash.
📓 Portfolio Jupyter Notebooks
- Notebooks about theoretical concepts such as probability, model explanation, and hypothesis testing.

🤳 Connect with me:

📫 How to reach me:

[email protected]

Languages and Tools:

Matheus de Mattos's Projects

airlines-delay

Projeto prático para analisar e realizar predições inteligentes sobre o atraso de voos.

decision-trees

Decision Trees implementation from scratch with interactive visualization

Inspired by the Shell AI Hackathon 2023, this project uses machine learning to forecast biomass and a hybrid algorithm to optimize biofuel production costs, enhancing economic viability and logistical efficiency.