Lucas Ferreira

• Data Scientist
• Computer Science - UNICAP

Passionate computer scientist in the field of data, with extensive experience in software development, data analysis, and report and dashboard creation.

👨🏻‍💻 Experiences

• Machine Learning: Development of predictive models for classification and regression;
• Business Intelligence: Construction of dashboards and KPIs;
• Analytics: Data extraction, cleaning, exploratory analysis, and modeling;
• Development: Software development in Java;
• Database: Database queries;
• Others: Agile methodology.

🚀 Projects

Prediction

• 🏪 Rossman Store Sales: The project aims to use a machine learning model to predict the sales quantity for each store in the next six weeks, assisting managers in future decision-making.

EDA

• 🚢 KNN Titanic: Exploratory Data Analysis and Machine Learning with KNN model on Titanic dataset

• 🍷 KNN Wine: Exploratory Data Analysis and Machine Learning with KNN model on Wine dataset

💻 Tools

• Programming Languages: Python and Java;
• Data Visualization Software: Power BI;
• Database: MySQL, PL/SQL, and PostgreSQL.

📮 Social

The way you do one thing is the way you do everything!