Fernando P. Email & Phone Number

Federal District, Brazil

Technical leadership, research and development of computational models for computer vision.Responsibilities: - Technical leadership in computer vision projects; - Research and scientific writing; - Definition of scope and requirements with the client; - Definition of protocols for designing models (risk control, quality, and deploy); Projects: - Recognition of human postures and emotions; - Detection and classification of protozoa on microscopic slides;… Show more Technical leadership, research and development of computational models for computer vision.Responsibilities: - Technical leadership in computer vision projects; - Research and scientific writing; - Definition of scope and requirements with the client; - Definition of protocols for designing models (risk control, quality, and deploy); Projects: - Recognition of human postures and emotions; - Detection and classification of protozoa on microscopic slides; - Generation of synthetic data; - Detection of objects, people, faces and pets.Results: - 6 projects completed for international clients (Taiwan and the Netherlands); - 1 published paper in international journal (Computer & Graphics); - 2 international patent applications (Taiwan and United States). Show less

- Teaching Machine Learning, Neural Networks and Data Science courses (2 Postgraduate Institutions);- Project supervision in the MBA in Artificial Intelligence and Big Data - ICMC/USP (14 students);- Project supervision in the MBA in Data Science - ICMC/USP (3 students);- Assistant professor at the MBA in Data Science - ICMC/USP (18 subjects);- Evaluating member of projects in the MBA in Data Science/Artificial Intelligence and Big Data - ICMC/USP (106 projects).

Brasília

Teaching Computer Programming subjects.

São Carlos

- Teaching Computer Programming, Machine Learning and Computer Vision subjects (11);- Supervision of teaching internships for PhD students (5 students);- Supervision of undergraduate projects (13 students) and Scientific Initiation (1 student);- Participation in undergraduate TCC panels (18 projects);- Review of scientific articles in Journals and Conferences;- Award for Best Professor of the ICMC/USP Bachelor's Degree in Computer Science in the First Semester of 2021.

Development of machine learning models and deep networks for recognizing patterns in images and texts from multiple sources (e-commerce, forums and private data) for product domains and also for label propagation.Responsibilities:- Development and definition of the execution of models for computer vision;- Cooperation in the integration of computer vision models with natural language processing;- Creation of pre-processing and analysis routines to identify changes in product… Show more Development of machine learning models and deep networks for recognizing patterns in images and texts from multiple sources (e-commerce, forums and private data) for product domains and also for label propagation.Responsibilities:- Development and definition of the execution of models for computer vision;- Cooperation in the integration of computer vision models with natural language processing;- Creation of pre-processing and analysis routines to identify changes in product quality characteristics over time.Projects:- Classification models for electronic products;- Models for attribute recognition in electronic products;- Model for labeling sub-classes based on product specification similarity;- Descriptive mapping and correlation of e-commerce products by similarity in incomplete data.Research project funded by FAPESP. Show less

São José Do Rio Preto, Brazil

Teaching Computer Programming ans Systems Analysis subjects.

São José Do Rio Preto, Brazil

Development of web tools in the tourist area using C# and JavaScript programming languages, integration with web services and data management with SQL Server.Responsibilities:- Implementation of processing routines;- Integration of web services.Projects:- Sale of airline tickets;- Accommodation reservation;- Vehicle rental.

São José Do Rio Preto, Brazil

Technical level teacher in computer science focused on programming content (C, C #, Visual Basic, PHP, and JavaScript), databases, system analysis, website development (HTML and CSS), computing fundamentals, and supervision of projects.

São José Do Rio Preto, Brazil

Systems development using MS Visual Studio, web services, programming languages and technologies (Visual Basic, C#, JavaScript, Ajax, jQuery, Entity Framework, MVC and Active Reports), database (Oracle and SQL Server), SCRUM, UML and Open Project.Responsibilities:- Communication link between the teams in Brazil and Spain;- Schedule control and task distribution;- Implementation of processing routines;- Control of automated tests;- Development of project… Show more Systems development using MS Visual Studio, web services, programming languages and technologies (Visual Basic, C#, JavaScript, Ajax, jQuery, Entity Framework, MVC and Active Reports), database (Oracle and SQL Server), SCRUM, UML and Open Project.Responsibilities:- Communication link between the teams in Brazil and Spain;- Schedule control and task distribution;- Implementation of processing routines;- Control of automated tests;- Development of project documents;- Modeling and gathering requirements.Projects:- Public budget control;- Public accounting control;- Secretarial control;- Pharmaceutical control. Show less

São José Do Rio Preto, Brazil

Analysis and development of systems using Visual Basic and SQL Server.Responsibilities:- Development of processing routines;- Requirements gathering;- Software testing and quality control;- Technical training, assistance and user support.Projects:- Commercial and financial systems;- System for agricultural machinery workshop;- System for laboratory and industrial products.

Post Doctoral, Machine Learning

Project: "Deep representation learning with self-supervised and one-class loss functions" Results: - 2 scientific articles published.

Mba In Project Management

Project: "Principles for minimizing risks when executing Artificial Intelligence projects"

Phd In Computer Science And Computational Maths, Image Processing And Computer Vision

Thesis: "Features transfer learning between domains for image and video recognition tasks" Development of new methodologies for image.

Master In Computer Science, Image Processing And Computer Vision

Dissertation: "Comparative study of techniques for image segmentation and classification of skin lesions" Development of a new methodology.

Bachelor Degree In Computer Science, Information Systems

Graduation Project: "An architecture for a framework of indexing structures" Academic training with an emphasis on information systems.