Development of ML research at FGV EMAp (School of Applied Mathematics) concentrated on deep generative models, combining elements of Bayesian inference and deep learning, striving to obtain compute-efficient algorithms.

http://www.probabilistic.ai/

Postdoctoral researcher hosted by CHAIN – Centre for Global Health Inequalities Research https://www.ntnu.edu/chain, working with novel statistical and computational methods applied in empirical research.

Probabilistic models for contextual recommender systems. Poisson factorization models, neural sequential models and point processes.Thesis: "Factorization models with relational and contextual information"https://ntnuopen.ntnu.no/ntnu-xmlui/handle/11250/2771398

Optimization and planning with complex scenarios mixing model-based RL and simulation. Develop a prototype and implemented some approaches.

Research visit at Prof. Arto Klami group (Multi-Source Probabilistic Inference)

Development of solutions for data acquisition, communication and integration for Brazilian census, population counting, PNAD-C and other surveys.My work was focused in the communication between the mobile device and the main database, developing the Android and Windows Phone module for communication using REST technology and the server-side service, integrating with a more stable database of surveys. Those solutions need to be robust to different situation (no internet, or low quality internet) since those devices should work in the whole Brazilian territory.

* Motorola Android Project* Integration of Android platform and application into new Motorola products (Smartphones and tablets).* C/C++ and Java

* Development of web application for a governmental agency (CGU – Controladoria Geral da União). * Technologies applied: J2EE, JBoss Seam Framework, JBoss AS, Hibernate 3.0, EJB 3.0, JPA, JSF and RichFaces.

Development of web application for a governmental agency (CGU – Controladoria Geral da União). Technologies applied: JBoss Seam Framework, JBoss AS, Hibernate 3.0, EJB 3.0, JPA, JSF and RichFaces.

Analog and Digital Electronics Classes in professional/technical school.

Development and redesign of some web pages. Basically worked on a the implementation of new queries and data model for point-of-sale, credit sale and some management task.* PHP, HTML, CSS, Jquery.