Vinicius Sfredo Email & Phone Number

Frankfurt, He, De

Frankfurt Rhine-Main Metropolitan Area

Greater Porto Alegre

• Employed machine learning algorithms for customer classification basedon age, income, number of children, type of employment, among others.• Used Python and SQL to manipulate data from over 10 million clients and500 stores.• Data pre-processing, Exploratory Analysis and Feature Selection to filterrelevant variables and increase predictive accuracy.• Presented results to stakeholders with the use of data visualizationPython libraries.

Greater Porto Alegre

• Projections of raw materials usage in the assembly line of Large PowerTransformers, optimizing purchases from suppliers and minimizing stocklevels.• Automation of extraction and manipulation of data generated by theproduction lines.• Creation of Power BI dashboards to efficiently visualize productivity, cost,cycle times, quality control, among other KPIs.

Porto Alegre, Rio Grande Do Sul, Brazil

• Academic research related to Smart Factories and Industry 4.0 subjects such as Internet of Things, Artificial Intelligence, Big Data, Machine Learning, among others;• Manipulation of raw data collected from surveys and market research; • Creation of visualization dashboard to present findings regarding the different levels of Industry 4.0 adoption throughout all states in Brazil.

Bachelor Of Engineering - Be, Industrial Engineering, 8.5/10

• Final Thesis: Use of Machine Learning for loan default prediction; • I compared various machine learning algorithms such as SVM, Random.

Master'S Degree, Artificial Intelligence & Data Science