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SENAI
Data Scientist
June 27, 2026 – Present
api_sensores_codeigniter
June 15, 2026 – Present
api_sensores_codeigniter — GitHub repository
View ProjectMachine_Learning_Clustering_Avancado_e_Reducao_de_Dimensionalidade
June 15, 2026 – Present
Machine_Learning_Clustering_Avancado_e_Reducao_de_Dimensionalidade — GitHub repository
View ProjectMachine_Learning_Metricas
June 15, 2026 – Present
Machine_Learning_Metricas — GitHub repository
View ProjectMachine_Learning_Aprendizado_Nao_Supervisionado_K_Means
June 15, 2026 – Present
Machine_Learning_Aprendizado_Nao_Supervisionado_K_Means — GitHub repository
View ProjectNLP-Model
August 23, 2025 – August 23, 2025
Python script for sentiment analysis in Portuguese using NLP. It preprocesses text (stopword removal, stemming), applies TF-IDF, and trains a Random Forest classifier. The model is evaluated for accuracy and tested on new comments.
View ProjectMachine-Learning-Model-Applied-to-Big-Data-in-Cultural-Tourism
August 23, 2025 – August 23, 2025
Project applying Machine Learning and Big Data techniques to cultural tourism dataset. Includes EDA, classification, clustering, use of DataWarehouse and DataLake, as well as distributed processing with Hadoop and Spark for scalable analysis.
View ProjectSensores-IOT
August 23, 2025 – August 23, 2025
This repository contains Arduino code to integrate RFID, HC-SR04, and DHT11 sensors with a PHP API and MySQL database. It also includes Fritzing circuit schematics, providing a complete IoT solution from sensor data collection to storage and management on the server.
View ProjectHouse-Price-Machine-Learning-Model
August 23, 2025 – August 23, 2025
This repository presents a machine learning model for house price prediction, integrating various techniques such as classification, clustering, regression, neural networks, and synthetic data generation to enhance model robustness, providing a comprehensive approach from data exploration and preprocessing to modeling and evaluation of results.
View Projectapi_musica
August 23, 2025 – September 1, 2025
This repository contains a RESTful API built with PHP and MySQL to manage artists and their songs. It allows creating artists and songs, storing song details, and linking songs to artists.
View Projectapi_sensores
August 23, 2025 – September 1, 2025
This repository contains a RESTful API built with PHP and MySQL for managing IoT sensors and their measurements. The API allows registering sensors, storing their status (active/inactive), and saving real-time measurements such as temperature, distance, or RFID readings.
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards data science and machine learning, aligning well with a Data Scientist role. The diversity of projects, from NLP to IoT, indicates a broad interest in applying technical skills to different domains. However, the experience level is listed as 0, and the current role at SENAI has a future start date, which suggests limited professional experience. This might impact immediate cultural integration into a senior-level team without prior industry exposure.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.