Fernando Barbosa Gomes
825, Rua Das Margaridas
Campinas, São Paulo, Brazil-.-| -
Education
University of California, San Diego, California, USA
Interaction Design Specialization. (Ongoing, from distance)
2017 – 2018
Stanford University, Stanford, California, USA
Machine Learning Course (from distance)
2016
Pontifical Catholic University of Campinas (PUCC), Campinas, São Paulo, Brazil
Computer Engineering, Bachelor of Engineering
2012 – 2017
The University of Kansas, Lawrence, Kansas, USA
Computer Engineering, Music, Business, International Student
2014 – 2014
Honors:
Award: Graduated as second highest achieving student, PUCC.
Award: Finalist at the Four Best Capstone Projects of 2016, PUCC.
Award: Member of the winning team at the IBM 2014 Internet of Things Hackathon.
Grant: Brazil Scientific Mobility Program for Outstanding Students, fully funded scholarship recipient (FULBRIGHT, IIE)
Grant: Coursera Scholarships recipient
Grant: FAPIC Research scholarship recipient
Languages: Native Portuguese, Fluent English, Intermediate German, Basic Spanish.
Professional Experience
CNPEM, LNLS, National Center of Research in Energy and Materials, Laboratory of Synchrotron Light, Campinas, Brazil
Mar/2018 - Current
Research Fellow
Synchrotron Light Simulator for Project SIRIUS - Mogno Beam Line, Parallel and Cone Beam Tomography Imaging.
High Performance Computing with Nvidia Cuda, C and C++. Plotting with Python.
Daitan Group (Britsh Telecom), Campinas, Brazil
Summer 2017
Remote Full Stack Software Developer Intern
Functional programming (Java, JS), Frontend (React, Redux, JS), Backend (node.js, express.js, Spring MVC)
IcaroTech, Campinas, São Paulo, Brazil
Software Consultant Intern in Business Intelligence
Data governance projects for telecommunication companies, with ETL (extract, transform and load).
Trained in: ITIL 3.0, R, Netezza, Ubuntu Server, IBM InfoSphere DataStage, IoT and data analysis tools.
Winter 2016
IBM Informix, Lenexa, Kansas, USA
Summer 2014
Software Engineer Intern in Quality Assurance
Creation of a modular, scalable and fully documented UI testing solution for the Informix Software Suite.
Created and presented several presentations about IBM technology and roadmap.
Pontifical Catholic University of Campinas, Campinas, São Paulo, Brazil
Teacher Assistant in Programming I and II
Trained students in Programming I and II.
Analyzed, processed and helped to grade student projects.
2013 – 2015
Projects/Research
Capstone Project: MediaMeter: An Ensemble of Algorithms with Deep Learning
2016
for Sentiment Analysis in Social Media, PUCC, Brazil
Development of a NLP system for mobile phones (Android) to detect sentiment in social media posts;
Ensemble of Algorithms (Deep Learning, Naïve Bayes, SVM and MaxEnt) to boost accuracy, recall and precision.
Undergraduate Research: Tanalyst: Extension of a Media Sentiment Analysis System, PUCC, Brazil
2015 – 2016
Development of a NLP system with predictive machine learning algorithms for sentiment analysis in social media;
Ensemble of Algorithms (Naïve Bayes, SVM and MaxEnt) to boost accuracy, recall and precision. Java;
Research Volunteer: The Unlock Project, KU, MIT, et al, USA
Spring 2014
Development of a project to provide Brain Machine Interface (BMI) for people with movement impairment (ALS);
Creation of a system with machine learning, sound manipulation and muscle simulation. Python, C++;
Personal Project: Pokémon Regions Online
2011 – 2016
A 2D fan-massive-multiplayer-online-game, with hundreds thousands lines of code and thousands of resources;
Lead programmer and manager of a small team of programmers and designers. C++, GML, Java, JavaScript;
Other Projects:
F39dll: Cross platform (Android, Linux, MacOSX, Windows), parallel programmed C++ library for game networking.
FHttp: A C++ http application server for C++ container apps.
Publications:
GOMES F.B., ADÁN-COELLO J.M., KINTSCHNER F.E. Studying the Effects of Text Preprocessing and Ensemble Methods on
Sentiment Analysis of Brazilian Portuguese Tweets. In: Dutoit T., Martín-Vide C., Pironkov G. (eds) Statistical Language and
Speech Processing. SLSP 2018. Lecture Notes in Computer Science, ISSN-, ISBN-, v.11171. Springer,
Cham, 2018. Available At: https://link.springer.com/chapter/10.1007%2F-_15
GOMES F.B., ADÁN-COELLO J.M., KINTSCHNER F.E. MidiaMetro: Um comitê de algoritmos com Deep Learning para análise de
sentimento em mídias sociais, Série Acadêmica, ISSN-. n.36, p. 152, São Paulo, Brazil, 2017. Available At:
https://www.puc-campinas.edu.br/wp-content/uploads/2017/12/prograd-serie-academica-ed36.pdf
GOMES F.B., ADÁN-COELLO J.M.. An Ensemble of Classifiers for Sentiment Analysis of Portuguese Tweets In: XXI Encontro de
Iniciação Científica da PUC-Campinas, ISSN-, v.21, Campinas, Brazil, 2016. Available At: https://wl.sis.puccampinas.edu.br/websist/Rep/Sic08/Resumo/-_17611_-_resesu.pdf
GOMES, F. et al Relacionamentos In: Escrevemos, ISBN-, Ed Átomo, São Paulo, Brazil, 2008
Additional Information
Programming:, Node, JS, Java, C, Cuda, C++, Python, Matlab, Racket, GML, SQL (PostgreSQL, Oracle, SQLite …).
Computer/Other: 13 Years of Programming Experience, Linux and macOSX, Android, AWS, Trello, JIRA, REST, Git, SVN, UML,
Scrum, Slack, Presentations, Critical Thinking, Passionate About the Field.
Hobbies: Music Playing (Piano) and composition, games design, Tennis (sport), social events.