Thiago Tavares Magalhães Email & Phone Number

Building propensity and credit risk machine learning models.Main tools: Python (pandas, sklearn, scipy, numpy, math and others), Postgres, Relational Databases, Git, Docker, Jenkins.

Acting as teacher for training and development Data Science programs offered by large companies like Suzano, Santander, Americanas, Leroy Merlin, Gerdau, Nuclea, Ifood and Renault.Usual topics: Python, Programming Logic, Postgre SQL, Relational Databases, Statistics, Machine Learning.

Data Mining and Data Treatment. Machine Learning for prediction making, patterns recognition, and knowledge extraction. Focus on ML Cloud Solutions, with Azure ML Platform (Jupyter Notebooks, Pipelines, Auto ML) and Customer Experience, supporting BRF, one of the biggest food companies in the world and owner of brands like Sadia, Perdigão, Qualy, Chester, among others.Main tools: Python (pandas, sklearn, matplotlib, plotly, scipy, numpy, math and others), SQL Server, Azure Machine Learning, Relational Databases.

Petrópolis, Rio De Janeiro

Data Mining, Data Visualization and Data Treatment. Machine Learning for knowledge extraction, trends prediction and outliers detection. Python for task automation, Machine Learning models building and data visualization. Proof of Concept Project developed on the Google Cloud Platform, with virtual machines, Jupyter Notebooks and Auto ML. Main tools: Python (pandas, sklearn, matplotlib, plotly, scipy, numpy, math and others), Python Dash, Relational Databases, Google Cloud Platform (GCP).

Petrópolis, Rio De Janeiro

Mobile development mainly using React Native and Python for implement an user interface that communicates with a REST API.

Petrópolis

Software development for visualization of environmental data and public sanitation policies. Worked mainly with Python to automate the generation of extensive sanitation reports and also the Dash library for data visualization.

Petrópolis E Região, Brasil

Smart Cities Laboratory - Worked mainly with data visualization via Tableau software, for providing interative dashboards about public health data.

Petrópolis E Região, Brasil

Hemodynamics Modeling Laboratory - Studied the Visualization Toll Kit (VTK) sofware focusing in the rendering of medical 3D images.

Doctor Of Philosophy - Phd - Not Completed, Computational Modeling

Meta-heuristics, Bilevel Optimization, Bilevel Differential Evolution, Non-linear Programming, Computational Intelligence, Data Mining.

Master'S Degree, Computational Modeling

Meta-heuristics, Optimization, Non-linear Programming, Computational Intelligence, Data Mining, Parallel Computing

Undergraduate Degree, Information Technology And Communication