Education

• Ph.D., Computer Science, Pontifical Catholic University of Rio Grande do Sul - PUCRS, 2019.
• Thesi: A Framework for Identification and Monitoring of Profiles and Behaviors of Consumers Based on Mobile Application Usage.
• Fields: Big Data, Data Stream, Data Mining, Machine Learning.
• MSc, Computer Science, Federal University of Santa Maria - UFSM, 2015.
• Dissertation: Case-based Reasoning - CBR - for Collaborative Risk Management.
• Fields: Case-based Reasoning, Collaborative Risk Management, Dialogue Game, Argumentation and Explanation.
• B.A., Information Systems, Franciscan University - UFN, 2012.
• Fields: Virtual Machines and Intelligent Systems.

Experience

• Corporate Data Science Specialist / Machine Learning at Agibank, 2019 - present.
• Developing pipelines for models, exploring tools like MlFlow, MetaFlow, AirFlow, Docker, Kubernetes, and SageMaker. Collaborating closely with partners and other scientists, data analysts and data engineers. Developing, teaching and promoting workshops, coaching, and lectures to encourage the Data-Driven Culture addressing technologies such as Spark, Scala, Python, and R on AWS architecture, as well as best practices of libraries such as Pandas, Vaex, Numpy, Sklearn, Scipy, Statsmodel, Tensorflow, Keras, and Theano..
• Graduation Coordinator / Assistant Professor at Uniritter (Laureate Universities), 2018 - present.
• Acting as Coordinator and Professor in the graduation (Lato Sensu) curse of Data Science, and as Professor in undergraduate curses of Computer Science, Big Data and Analytical intelligence, and Analysis and Software Development.
• Ph.D. Candidate Research in the Credit Fraud project between PUCRS and DELL , 2018 - 2019
• Big Data, Data Stream, Data Mining and Machine Learning Research in the context of business issues.
• Ph.D. Candidate Research in the Mobile Data Analytics project between PUCRS and Motorola , 2015 - 2018
• Big Data, Data Stream, Data Mining and Machine Learning Research in the context of business issues.
• Substitute Lecturer, Federal University of Santa Maria - UFSM, March 2014 - August 2015 .
• Subtitute Lecture in: Data Structure class of Computer Engineering course, Software Project I and Software Quality classes of Information Systems course, Software Quality and Software Engineering classes of the Computer Science course, and Introduction to Computers class of Administration, Civil Engineering, Forestry and Agronomy curses.
• Co-founder, 2Rook Desenvolvimento de Software LTDA - GRUBOO, 2012 - 2014.
• In charge of everything, Data Science and Products.
• System Analyst, Reprotec by Vivo, 2007 - 2011.
• Responsible for managing projects and Information Technology services operations, including systems development and integration.

Full Resume

Research

My main research interests are in Machine Learning, Data Stream and Big Data. In particular, he is interested in Data-Driven, Novelty Detection, Concept Drift, Time Series Clustering, Object Tracking, Regularization and Dimensionality Reduction.

The pulications are listed on Google Scholar.