I'm a data scientist that likes to be challenged and to constantly learn new skills on demand. I'm open minded and have an urge to experience new cultures and different places.
Data Scientist | Software Enginner | Mechanica Engineer
WEG Motors S.A. (R&D department)
ブラジル, Jaraguá do Sul
Perform exploratory data analysis on the upcoming data from the company's IoT devices, supervised learning modelling to predict variables of interest, clustering analysis (unsupervised learning) to find hidden patterns in data and anomaly detection using various techniques (Isolation Forest and Local Outlier Factor, for instance). Also developed a piece of software for the IoT's API dynamic alarm functionality.
Exchange Student 場所 Aerospace Engineering
日本, 宮城県, Sendai
1-year exchange program (Science Without Borders)
Use Computational Vision and Convolutional Neural Networks (CNNs) to segregate the gas and fluid phases in gray scale multiphase bubbly flow pictures. The objective was to solve the spurious velocity vector's problem of the PIV algorithm.
Concluded the honor's course PAM (Advanced Math Program in Calculus and Linear Algebra)
Work Presentation: Deep Learning Techniques Applied to the Measurement of Two-phase Bubbly Pipe Flows Using Particle Image Velocimetry - 16th Multiphase Flow Conference & Short Course - November 13 - 16, 2018 in Dresden, Germany