Research & Software Development
Personal Information and Contact
Fagner Leal Pantoja
Belém, Brazil
pantoja.ti@gmail.com
Biography
Holds a Bachelor's degree (2014) in Computer Science from the Universidade Federal do Pará (UFPA), and a Master's degree (2016) and a Ph.D. (2025) from the Universidade Estadual de Campinas (UNICAMP), at the Instituto de Computação (IC).
Currently works at the Universidade Federal do Pará as an Information Technology Analyst, maintaining administrative systems such as SIPAC and the RU module.
Has experience in developing web applications, with expertise in technologies such as Node.js, Java, and PostgreSQL. Focuses on building modern, clean, and functional interfaces, delivering high-quality user experiences through performance, aesthetics, and usability.
Curriculum Lattes: http://lattes.cnpq.br/3730346542804597
GitHub: https://github.com/lealfp
Scholar
Research interests include Natural Language Processing, Information Retrieval, Language Models, Artificial Intelligence, Databases, Software Engineering, and Programming.
Collaborates on research in Medicine and Biology.
Collaborates on research in Medicine and Biology.
Publications
- Pantoja, F., 2025, Semantic Representations based on Language Models, Ph.D. Thesis.
- Pantoja, F., 2016, Generating knowledge networks from phenotypic descriptions, Master's Thesis.
- Pantoja, F., Santanchè, A., Medeiros, C.B., 2024, A bibliographic survey of Neural Language Models with applications in topic modeling and clinical studies, Technical Report of the Instituto de Computação at Universidade Estadual de Campinas.
- Pantoja, F., Carvalho, M., Santanchè, A., 2022, Harena Semantics: A Framework to Support Semantic Annotation in Citizen Science Systems, 5th International conference on Biomedical Engineering Systems and Technologies (HEALTHINF).
- Pantoja, F., Cavoto, P., dos Reis, J., Santanchè, A., 2016, Generating knowledge networks from phenotypic descriptions, (IEEE) 12th International conference on e-Science.
- Pantoja, F., dos Reis, J., Santanchè, A., 2015, Semantic Interpretation of Biological Identification Keys, 30º Simpósio Brasileiro de Banco de Dados (SBBD).
- De Souza, C. R. B., Ferreira, M., Pantoja, F., Figueiredo, M., 2013, Uma Experiência de Integração de Design Thinking e Metodologias Ágeis para o Desenvolvimento de Software, Fórum de Educação em Engenharia de Software.
- Santanchè, A., Mattosinho, H., Mota, M., Pantoja, F., Leite, G., Tonelli, A., Valente, F., Solano, J., Queirós, S., Grangeia, T., Carvalho, M., 2023, Virtual Patient Platform and Data Space for Sharing, Learning, Discussing, and Researching, (IEEE) 19th International conference on eScience (eScience).
- Mota, M., Pantoja, F., Mota, M., Grangeia, T., Carvalho, M., Santanchè, A., 2019, Analytical design of clinical cases for educational games, (Springer) Entertainment Computing and Serious Games.
- Mota, M., Pantoja, F., dos Reis, J., Santanche, A., 2016, Progressive Data Integration and Semantic Enrichment Based on LinkedScales and Trails, 9th International conference on Semantic Web Applications and Tools for the Life Sciences (SWAT4LS).
Portfolio
Available for select freelance opportunities. Check out my portfolio:
Social Network
Social network with user authentication, creation and interaction on posts, and a follower system.
View Project →Access control via electronic turnstile
Control access system integrated to arduino-based electronic turnstile, integrated to a tichekts payment system.
Expertise
Web Systems Specialist, Software Architect, and Fullstack Developer with experience in the following technologies:
- TransformersBERTPytorchJuPyter
- GitMarkdownSEOClerkPrisma
- Tailwind CSSNextJSNodeJSAdonisJSJSFSpring Boot
- JavaJavaScriptPythonArduino
- PostgreSQLSolrNoSQL
- DockerLinux