Denis França Candido Email & Phone Number

State Of São Paulo, Brazil

Campinas, São Paulo, Brasil

• Research and development of a computer vision application for detection and classification onmicroscopic images of oocysts for detection and classification of several characteristics (species, state, shape, type).
• Python 3.10
• Tensorflow Object Detection API - Faster RCNN Inception Resnet Atrous
• Keras - Xception, ConvNext, Efficientnet
• OpenCV
• Tkinter

Campinas, São Paulo, Brasil

• Development of a scalable container orchestration system to process data in a scheduled way (Samsung):
• Airflow
• Python DAGs
• Docker
• Rancher (Kubernetes)
• Structuring and developing the data ingestion subsystem of a system that monitors smartphone assembly lines (LG):

Campinas, São Paulo, Brasil

• Research, development and results analysis for search engine performance improvement using Machine Learning (Ericsson):
• Natural Language Processing
• Neural Networks (CNN, RNN) – Using Python’s Keras
• Word2Vec – Using Gensim (Python’s library) / C implementation
• ElasticSearch
• Technical coordination with professors from UFMG (Federal University of Minas Gerais – Brazil)

Campinas E Região, Brasil

• Software maintenance of Ericsson’s telephone exchange (Wireline (AXE) and Wireless (MSC))
• Fault analysis
• Code analysis
• Fault reproductions
• Corrections design
• Fault reproduction tests design

Graduação, Computer Engineering

Article from course completion: Real Time Recognition of Acoustic Guitar’s Chords Using Machine Learning ● Scikit-learn - Redução de.

Técnico Em Informática