Hey, how are you? 👍,
- Undergrad Data Science and Artificial Intelligence at Federal University of Paraiba (UFPB);
- Currently studying and working with Operational Research and Optimization for Vehicle Routing Problem (VRP) and some variants, kind VRPTW and CVRP;
- Also studying Deep Learning and doing projects involving Machine Learning and Data Engineering.
- Machine Learning for Classification:
- PLA
- Logistic Regression
- Decision Tree
- Neural Networks
- Machine Learning for Regression:
- Linear Regression
- Decision Tree for Regression
- Random Forest for Regression
- Graphs:
- Depth search algorithm
- Breadth search algorithm
- Minimum cut algorithm
- Operational Research:
- Mathematical models
- Simplex method
- Branch and bound algorithm;
- Optimization: implementation of metaheuristics to solve:
- TSP
- VRP
- Database: projects involving the creation of the database architecture from 0 to its implementation in the code with their respective queries for creating tables, updating, removing and adding records.
- Data Science
- Data Engineering
- Software Engineering
- Artificial Intelligence
- Optimization
- Operational Research
- Python
- C++
- C#
- SQL
- SQLite
- Pandas
- Numpy
- Scikit-Learn
- Keras
- Tensor Flow
- PyTorch
- Matplotlib
- Seaborn
