Raphael Guedes Email & Phone Number

State Of Goiás, Brazil

Goiânia, Goiás, Brazil

Researcher, member of the prediction team, in the project: "Intelligent System to Assist Actions to Reduce School Dropout in Professional and Technological Education".

Goiânia, Goiás, Brazil

Researcher, member of the prediction team, in the project: "R&D: Artificial Intelligence to aid actions aimed at reducing dropout in higher education".I have worked, mostly, in the collection, transformation, analysis, and hierarchization of the information used in the predictive flow; on the development of dynamic data quality reports; documentation and software configuration management. I also collaborated in the modeling and application stage of machine learning techniques and in the explainability of results.

Goiânia, Goiás, Brazil

Professor in the following subjects:- introduction to computing;- introduction to programming;- data structure and algorithms I;- information visualization.Majors in which I am currently teaching or have taught:- Computer Science;- Civil Engineering- Electrical Engineering- Forest Engineering;- Applied and Computational Mathematics.

Goiânia, Goiás, Brazil

Data analyst on the project "The use of Data Mining as a tool for decision-making and strategic planning at the Ministério da Pesca e Aquicultura-MPA". I am responsible for data collection and analysis activities; developing computational algorithms to support the construction of data visualization panels with a focus on personnel management processes.

Brasília, Distrito Federal, Brasil

Supervising researcher on the "SABIÁ Project - Natural Language Processing Applied to the Bem-Te-Vi System for Analyzing Legal Cases at the Superior Labor Court" developed by AILAB-UNB. I worked on the architectural analysis of the Bem-Te-Vi System for its integration with Sabiá; I advised students on the development of research about Lifelong Machine Learning (LLML) and its applicability to provide durability and longevity to trained AI models to carry out the predictive and clustering activities proposed for implementation in the project; I also mentored students in the very basic process of building an MLOps platform to automate the AI flow; finally, I worked on a front studying and analyzing the ETL tool Pentaho in order to integrate it into the flow of importing and processing data from legal processes. Other activities include: using Agile methodologies for product development and supervising student researchers.

Anápolis, Goiás, Brazil

Mandatory internship in software requirements analysis and specification, front-end development.

Anápolis, Goiás, Brazil

Mandatory internship in process analysis and mapping using Business Process Management, through Business Process Model and Notation (BPMN).

Anápolis, Goiás, Brazil

Technical support to the ERP Microsiga Protheus system, specifically in the Back-Office part.

Anápolis, Goiás, Brazil

Internship in the activities of requirements analysis, documentation and prototyping, in the development of a web system focused on the commercialization of agricultural commodities.

Anápolis, Goiás, Brazil

Internship as Community Technology Center Supervisor , contributing to the digital inclusion of young and adults through the teaching of workshops and basic computer courses. Assisting users in activities such as academic research, and general internet access.

Natural Language Processing Specialization, Artificial Intelligence

Master In Computer Science, Intelligent Systems And Applications

Activities and Societies: Scientific Research in Computer Science, Machine Learning and Learning Analytics.Scholarship by the Brazilian.

Computer Engineering, Information Technology (It), 88.3

Computer Engineering with emphasis on Software.

Web Graphics Designer, Web Designer

Short course focused on the project and development of web graphic products, with study and application of concepts present mainly.