I'm Tiago Paulino, a passionate mathematician, computer scientist, Master in Visual Computing and Data Science from the Federal University of Alagoas with experience in various technologies and tools. I'm always exploring and learning new ways to turn data into valuable insights for your business.
- Languages: Python, SQL, Typescript
- Databases: SQL Server, PostgreSQL, MySQL, MariaDB, Redis, Oracle
- Data Visualization: Power BI, MatplotLib/Seaborn/Plotly, Dash, Streamlit
- Machine Learning and Optimization: Scikit-Learn, Pulp, Gurobi
- Containerization: Docker
- ETL: PySpark, Pentaho, Pandas, Apache Hop, Azure Data Factory
- Integrations: Flask, FastAPI, Fastify
- Logistic Regression - Metabolic Syndrome:
- Conducted an EDA on health data related to patients with Metabolic Syndrome. Detection of potential metabolic syndrome using a Logistic Regression model with the application of a Robust Scaler.
- Picking Optimization in Warehousing:
- Implementation of an optimization model for a stock problem by product flow demand. Propose the number of pallet positions per product for picking and its location in the defined layout.
- Dollar Exchange Rate Prediction:
- Creation of a web app with Streamlit that crawls real-time data from the Yahoo Finance API and applies ARIMA models to predict the future value of the dollar based on its fluctuation over a time series.
- Bachelor's Degree in Mathematics: [Raimundo Marinho College]
- Bachelor's Degree in Information Systems: [Federal University of Alagoas]
- MBA in Systems Engineering: [Open School of Brazil]
- Master's Degree in Computer Science: [Federal University of Alagoas]
- LinkedIn: tiago-paulino-ds
I'm always seeking to expand my knowledge in areas like Cloud, Software Architecture, Analytics, etc. Currently, I'm diving deeper into:
- Modern Data Stack (Airbyte, DBT)
If you're interested in collaborating on exciting projects related to software engineering and artificial intelligence, feel free to reach out!
Hope you find something interesting here! Feel free to explore my repositories and get in touch. 😊