Saulo Barreto profile photo

Saulo Barreto

PhD Candidate in PhD in Data Science for High-Dimensional Imaging | Machine Learning

France
100+ connections
Saulo Barreto on LinkedIn

Updated 8 months ago

14+

Years Experience

11

Roles

30

Skills

4

Education

About

Multidisciplinary engineer with extensive experience in developing innovative solutions at the intersection of signal processing, computer vision, and data science. Demonstrated success in technical projects from concept to deployment, including creating an open-source Python library for complex image processing and building interactive 3D visualization platforms. Combines strong mathematical expertise with practical programming skills in Python and C++, while effectively communicating technical concepts through teaching and technical writing. Proven track record of collaborating across international teams and delivering results in both academic and industrial settings, including Nokia Bell Labs. - Work experience in software development: Created an (upcoming) open-source Python library for analysis of complex image data, focusing on speed and execution time optimization. - Work experience in technical writing and document production: Wrote 25+ tutorials and articles on Data Science and Programming (at Baeldung), along with technical documents for training federal prosecutors and lawyers (Office of Federal Prosecution) - Work experience in teaching and mentoring: Delivered 84 hours of in-person practical sessions in Python and MATLAB. - Work experience in prototyping and pattern recognition: Developed QR code reading software for laparoscopic surgery, and used visual pattern recognition to control a humanoid robot (Robotics Center). I also created 3D reconstructions for metaverse applications, developed point cloud manipulation tools, and built a web platform for real-time 3D data visualization (Bell Labs).

Experience (11 roles)

Universite de Lorraine · Contract

Data Science Instructor | Applied Statistics & Programming

Current

Universite de Lorraine · Contract

Feb 2024 - Present · 1 yr 7 mos·Nancy, Grand Est, France · On-site

- Taught students at various levels and different departments: MSc. in Economics, NLP, Cognitive Sciences, and BSc. in Engineering - Delivered 84 hours of in-person practical sessions using Python and MATLAB - List of courses: Introduction to Data Science | Machine Learning, Probability, Statistics ...

CRAN - Research Centre for Automatic Control · Contract

PHD Student

Current

CRAN - Research Centre for Automatic Control · Contract

Oct 2022 - Present · 2 yrs 11 mos·Nancy, Grand Est, France

- Proposed and led the development of a new (upcoming) open-source Python library for processing image-like data where each pixel carries a matrix (e.g. DTI covariance imaging, polarization, etc.) - Aimed to enable human understanding of complex matrix-valued images through fast, scalable, and struc...

Nokia Bell Labs · Contract

Research Trainee

Nokia Bell Labs · Contract

Jan 2022 - Jul 2022 · 7 mos·Budapest, Hungary

- Created 3D reconstructions of real-world scenarios to explore metaverse concepts and applications. - Developed tools for manipulating and transforming point clouds, improving efficiency and accuracy. - Built a web-based visualization platform for interactive (and real-time) exploration and analysi...

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Education (4)

Faculty of Engineering, University of Debrecen

Faculty of Engineering, University of Debrecen

2020 - 2022

Activities and societies: Mechatronical Engineering MSc Specialization in Cyber-Physical Systems and Computer Vision. "Training and Analysis of Hyperparameters in Neural Networks for Computer Vision Applications: A Didactic Approach."

Obuda University

Obuda University

2014 - 2015

Activities and societies: Antal Bejczy Center for Intelligent Robotics A part-time student at Óbuda University.

Universidade de Brasília

Universidade de Brasília

2012 - 2018

Activities and societies: Laboratory of Images, Signals, and Acoustics, Laboratory of Automation and Robotics. "Car license plate recognition using deep learning: analysis of the influence of synthetic data on the recognition process."

Skills (30)

Backend

Django

Engineering Management

Engineering Management

Security

OpenCV

Other

Real-time MonitoringSensor FusionTechnical SupportPythonGitPandasHTML5JavaScriptLinearCloudDjangoPythonFront-End DevelopmentInternet of Things (IoT)Team CollaborationMedical ImagingGoogle ScholarWorkflow OptimizationContract ManagementContent Quality AssuranceConstructive FeedbackHelp Desk SupportPython (Programming Language)Customer ServiceTutoringResearch SkillsCloud
Publications (4)

Using Synthetic Images for Deep Learning Recognition Process on Automatic License Plate Recognition

Springer International Publishing · Jun 26, 2019

Training and analysis of hyperparameters in neural networks for computer vision applications: A didactic approach

2022 IEEE 20th Jubilee World Symposium on Applied Machine Intelligence and Informatics (SAMI) · Feb 3, 2022

Décomposition tensorielle de rang faible pour l’imagerie de Stokes polarimétrique

XXIXème Colloque Francophone de Traitement du Signal et des Images - GRETSI 2023 · Aug 1, 2023

Physically-constrained block-term tensor decomposition for polarimetric image recovery

ICASSP 2024 - IEEE International Conference on Acoustics, Speech and Signal Processing · Apr 14, 2024

Languages (3)
French(Professional working proficiency)Inglês(Full professional proficiency)Português(Native or bilingual proficiency)
Honors & Awards (2)

Brazilian Mathematics Olympiad of Public Schools

Issued by Ministério da Ciência e Tecnologia · Aug 2005

Honorable mention 2005.

Brazilian Mathematics Olympiad of Public Schools

Aug 2006

Honorable mention 2006.

Frequently Asked Questions

What is Saulo Barreto's current role?
Saulo Barreto is currently working as Data Science Instructor | Applied Statistics & Programming at Universite de Lorraine · Contract.
Where did Saulo Barreto study?
Saulo Barreto studied Master's degree, Mechatronics, Robotics, and Automation Engineering at Faculty of Engineering, University of Debrecen. They have 4 education entries on their profile.
What skills does Saulo Barreto have?
Saulo Barreto's top skills include Real-time Monitoring, Sensor Fusion, Technical Support, Python, Git. They have 30 skills listed on their profile.
Where is Saulo Barreto based?
Saulo Barreto is based in France.

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