LearningGbAsm
Learning Game Boy Z80 Assembly
Assembly
5
0
DqnTests
Python
3
0
Paulo Bruno Serafim
Away on vacation
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ABOUT ME
Developer when awake, researcher all the time.
I love simple and fast code. And to pretend AIs enjoy playing video games as much as I do.
I work as a C/C++ and Python developer at Instituto Atlântico, and I'm also a Deep Reinforcement Learning researcher. I always like to try novel approaches and find unusual ways to solve a problem, looking beyond the trivial solutions everybody knows. As such, some of my results are very very awful. Some others are very very exciting. And I think that's beautiful.
Also - and this is an important warning - don't expect me to create dozens of classes with intricate multi-hierarchy objects. My goal is to write clean, simple, and, of course, fast code. However, I don't see performance as the main target, but rather as the result of treating the computer with care.
Brasilia (-03:00)
Joined March 2021
EXPERTISE
10 years experience
4 years experience | 1 endorsement
4 years experience | 1 endorsement
2 years experience
2 years experience
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SOCIAL PRESENCE
EMPLOYMENTS
Computer Vision Engineer
Instituto Atlântico
2020-09-01-Present
HP SoftFax
◦ Human segmentation, image matting and augmented dataset generation with Deep Learning and Image Processing using TensorFlow,...
HP SoftFax
◦ Human segmentation, image matting and augmented dataset generation with Deep Learning and Image Processing using TensorFlow, OpenCV and DLib in Python (1 invention disclosure submission)
◦ OCR applications with HP PageLift and Tesseract
◦ Synthetic text document dataset generation using OpenCV (1 invention disclosure submission)
Python
OpenCV
Image Processing
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Python
OpenCV
Image Processing
Computer Vision
Deep Learning
TensorFlow
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Computer Graphics Engineer
Instituto Atlântico
2019-02-01-2020-08-01
HP Metal Jet
◦ 3D printing Computer Graphics and Computational Geometry methods using C/C++
◦ Application of different algorithms into no...
HP Metal Jet
◦ 3D printing Computer Graphics and Computational Geometry methods using C/C++
◦ Application of different algorithms into novel approaches in 3D printing processes
◦ Implementation of voxel-based methods from scratch, without using non-standard libraries
◦ Working on R&D projects for HP Brasil and HP Labs
C++
MATLAB
Gnu octave
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C++
MATLAB
Gnu octave
3d printing
Graphics
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Software Developer
Group of Computer Networks, Software Engineering and Systems
2018-05-01-2019-02-01
◦ Fingerprint minutiae extraction and matching, developing solutions in C/C++ focused on high-speed applications
◦ Fingerprint ROI segmen...
◦ Fingerprint minutiae extraction and matching, developing solutions in C/C++ focused on high-speed applications
◦ Fingerprint ROI segmentation using Deep Learning, which resulted in a paper published in IJCNN 2019
◦ Fingerprint enhancement using Transfer Learning, which resulted in a paper published in IJCNN 2020
◦ Computer Vision and Digital Image Processing techniques for image feature extraction using OpenCV
◦ Automated statistical analysis and collection of data, using scripts and Python
◦ Microservices platform, working directly with JSON/Protobuf file transfer, RabbitMQ, and Docker images
Python
C++
OpenCV
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Python
C++
OpenCV
Image Processing
Deep Learning
TensorFlow
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