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ifood
Data Scientist
June 29, 2026 – Present
experimentation_test
June 28, 2025 – June 28, 2025
Processo completo de analise de experimentação construída utilizando o Databricks
View Projectia_fiscal_processing
May 30, 2025 – June 25, 2025
Este projeto implementa um agente conversacional capaz de realizar consultas de notas fiscais em um banco de dadados, ele interpreta perguntas em linguagem natural e realiza consultas no banco, retornando o resultado.
View Projectemotion-modeling-research
May 11, 2025 – May 11, 2025
Pesquisa na área de neurociência computacional voltada ao desenvolvimento de um modelo de inteligência artificial capaz de interpretar emoções humanas a partir de sinais fisiológicos e anotações subjetivas, com foco em personalização e aplicação em contextos de suporte emocional e prevenção de crises.
View Projectgestor_agricola_inteligente
May 1, 2025 – May 24, 2025
Sistema completo de gestão agrícola com Streamlit, YOLOv8, sensores IoT e machine learning, voltado. O projeto combina automação, visão computacional e inteligência de decisão baseada em dados para otimizar operações no campo.
View Projectec-ingredion-2
April 14, 2025 – April 29, 2025
Modelo de IA para previsão de produtividade cafeeira, integrando imagens NDVI e dados históricos para otimizar o planejamento agrícola.
View ProjectComputer-Vision-Benchmark-YOLOv5-vs-CNN
April 14, 2025 – April 29, 2025
End-to-end computer vision project featuring dataset preparation, CNN training, YOLOv5 object detection, and performance benchmarking.
View Projectactivity-fiap-ai-p5a1
February 21, 2025 – March 19, 2025
Machine Learning para previsão de safras e estimativa de custos AWS na Fase 5 do curso de IA da FIAP.
View Projectactivity-fiap-ai-p4a1
November 29, 2024 – December 7, 2024
A solution for optimizing irrigation and nutrient management using predictive intelligence, real-time monitoring, and interactive dashboards powered by Scikit-learn, Streamlit, and ESP32 integration.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong alignment with the 'Data Scientist' target role, featuring numerous AI/ML projects. The breadth of applications, from agricultural intelligence to conversational agents and emotion modeling, indicates a versatile and adaptable individual. The focus on practical, end-to-end solutions suggests a results-oriented mindset. The current experience at 'ifood' as a Data Scientist, although with a future start date, further reinforces role alignment. The lack of completed tests makes it difficult to assess specific technical depth beyond project descriptions.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and hands-on approach to problem-solving. The diversity of personal projects suggests curiosity and a drive for continuous learning. However, without psychometric test results or interview data, a comprehensive assessment of soft skills, stress handling, and team collaboration is not possible.