Matheus Souza
Development
São Paulo, Brazil
Skills
Data Science
About
Matheus Oliveira de Souza's skills align with Programmers (Information and Communication Technology). Matheus also has skills associated with IT R&D Professionals (Information and Communication Technology). Matheus Oliveira de Souza appears to be a low-to-mid level candidate, with 3 years of experience.
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Work Experience
Artificial Intelligence Analyst Junior
BRAIN (IP-Facens)
July 2023 - Present
- Tumor detector in CT scan exams: Developed a tumor segmentation model in CT scans, also creating a desktop software for demonstration, assisting health professionals in identifying anomalies in CT images. Security system in restricted area: Developed a security system for identifying people in restricted areas, integrating cameras and MySQL, improving security and monitoring. Hospital services classifier: Developed a message classifier for hospital services, implementing an API on AWS with Docker, reducing response time for a call and speeding up the routing of specialized services. RAG system in database: Planned and tested an RAG system for extracting information in SQL, providing additional context to LLM, increasing accuracy in responses for ChatBot systems where contextual information is in tabular data.
Artificial Intelligence Internship
BRAIN (IP-Facens)
January 2022 - July 2023
- University campus traffic monitoring: Developed and integrated a vehicle identification model with MongoDB, monitoring campus traffic. Information extraction from documents using a camera: Developed an OCR model for character extraction from documents captured by camera, improving information extraction efficiency.