Sherlon Almeida
PhD Student at ICMC/USP | Computer Scientist | Data Scientist | Full Stack Developer | Python Speaker
About Me
PhD Student at the laboratory of Visualization, Imaging and Computer Graphics (VICG) at the University of São Paulo . My research involves Deep Learning applied to Multimodal Cross-domain Information Retrieval.
Age
27
Email
sherlon at usp dot br
Phone
+55(55)99916-3043
Address
São Carlos | São Paulo | Brazil
Professional Skills
Python
C/C++
JavaScript
Pytorch
Scikit-Learn
OpenCV
Work & Research Experience
Speaker at Ultima School
June, 2022 - Present
Teach programming with Python and SQL for the Data Science, Data Analysis, and Python Developer courses.
Researcher and Full Stack Developer at Natura Cosmeticos S.A
March, 2022 - December, 2022
Develop a system for skin color processing and classification in order to represent customer diversity, using Machine and Deep Learning, HTML, CSS, JavaScript and Python.
Graduate Researcher at University of São Paulo
March, 2019 - Present
PhD: Develop methods using self-supervised learning for visual cross-domain information retrieval based on multimodal queries, using Python and Deep Learning approaches.
Master’s Degree: Develop and evaluate a visual analytics system for information retrieval in document collections, using HCI approaches, R, JavaScript, HTML and CSS.
Researcher, Developer and Tester at LEA/Unipampa
June, 2015 - December, 2018
Develop and test high-performance systems and frameworks to achieve faster algorithms, using C, C++, Fortran, OpenMP, CUDA, and cache optimizations.
Education
Ph.D in Computer Science from University of São Paulo (USP)
November, 2021 - Present
Title: Self-supervised learning for visual cross-domain information retrieval based on multimodal queries.
GPA: 4.00/4.00
M.S in Computer Science from University of São Paulo (USP)
March, 2019 - November, 2021
Title: Avaliação de um sistema de analítica visual para recuperação de informação em coleções de documentos. [Link]
GPA: 3.51/4.00
Bachelor's Degree in Computer Science from Federal University of Pampa (Unipampa)
March, 2015 - December, 2018
Title: Recuperação de objetos 3D baseada em relações geométricas entre Surflets. [Link]
GPA: 8.54/10.00 | Graduated with honors
Contact
Address
São Carlos | São Paulo | Brazil
sherlon at usp dot br
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