Stefano Dantas Email & Phone Number

Brazil

A joint project of LATITUDE Lab and ENAP- Working with NLP models (BERT, LSA, fastText) to classify Brazilian regulatory laws into different sectors of the economy- Developing restrictiveness and complexity metrics to evaluate regulatory trends

Montreal, Canada Area

- Using Machine Learning and Natural Language Processing for multi-label classification of FOI requests and responses- Worked with Time Series techniques for anomaly detection on newspaper articles and Freedom of Information (FOI) requests

Montreal, Canada Area

- Developed Machine Learning models for Global Asset Allocation- Created indicators using web scraped data to evaluate the economic impacts of COVID-19

Brasília Area, Brazil

Researcher at LAMFO (Machine Learning Laboratory in Finance and Organizations).Worked on a Quantile Recurrent Network for Value at Risk estimation and Mixed-data Sampling (MIDAS) Regression for Asset Allocation

University Of Brasilia

Project “Through-the-Earth communication for autonomous mining operations” funded by Finatec and ITV (Instituto Tecnologico Vale)- Development of a discrete event simulation for the Rubee protocol (IEEE standard 1902.1) using Python;- Simulation of antennas using CST (Computer Simulation Technology) and Pspice;- Development of TTE link level simulations.

- Developed a project that aimed to use photovoltaic systems to fight poverty in Brazil;- Impact analysis in electricity pricing due to distributed generation;- Feasibility study of photovoltaic systems in Brazil.

Brasília E Região, Brasil

- Treatment of security threats to virtual systems;- Analysis of legitimate web traffic;- Manage internal requests for web access.

Montreal E Região, Canadá

During the summer of 2015 I was part of the Computational Electromagnetics Laboratory at McGill University, working together with other undergraduate and graduate students. My main work was concentrated in two projects: - An on-going project called “Microwave Breast Cancer Detection” where I did electromagnetic computational simulations of different.

Brasília Area, Brazil

I was awarded with a scholarship as part of a Brazil government's program that aimed at introducing young students to scientific research (PIBIT).My research was the development of a VLC (Visible Light Communication) transmitter and the study of Cognitive Radio using GNU Radio at the Microwave and Wireless Systems Lab at UnB;

Brasília E Região, Brasil

- Physics 2 (1/2013)- Digital Systems laboratory (1/2016)

Master Of Science - Ms, Artificial Intelligence

Bacharelado Em Engenharia, Engenharia Elétrica E Eletrônica

Bacharelado Em Engenharia, Engenharia Elétrica E Eletrônica

Science Without Borders Program. Merit based scholarship provided by Brazilian Government for prospective students.