matheuscamposmt

Follow

🤓

Studying

Matheus de Mattos matheuscamposmt

🤓

Studying

Follow

I'm a Computer Science student at Federal Fluminense University, focusing on Machine Learning, LLMs, Multimodal Learning

7 followers · 8 following

Achievements

Achievements

Highlights

Pro

matheuscamposmt/README.md

Hi 👋, I'm Matheus de Mattos

👨‍💻 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:

Pinned Loading

green-energy-opt green-energy-opt Public

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 logisti…

Jupyter Notebook 2 1
decision-trees decision-trees Public

Decision Trees implementation from scratch with interactive visualization

Python 3
housing_prices_app housing_prices_app Public

California Housing Prices Prediction App

Jupyter Notebook 1 8
airlines-delay airlines-delay Public

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

Jupyter Notebook 1
supply-chain supply-chain Public

HTML
notebooks notebooks Public

My Data Science Jupyter notebooks

Jupyter Notebook