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) (Vaxxinova):▪ Python 3.10▪ Tensorflow Object Detection API - Faster RCNN Inception Resnet Atrous▪ Keras - Xception, ConvNext, Efficientnet▪ OpenCV▪ Tkinter● Backend development of a system that helps data scientists analyze large amounts of time series… Show more ● 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) (Vaxxinova):▪ Python 3.10▪ Tensorflow Object Detection API - Faster RCNN Inception Resnet Atrous▪ Keras - Xception, ConvNext, Efficientnet▪ OpenCV▪ Tkinter● Backend development of a system that helps data scientists analyze large amounts of time series data, use it to execute binary functions (confidential .SO/.DLL files) and calculate metrics in a scalable way (Samsung):▪ Node 16 - NestJs - Typescript - Following SOLID principles - Clean Architecture - Unit tests with Jest▪ Python 3.9 Kafka consumer - Following SOLID principles - Clean Architecture - Unit tests with Pytest▪ Docker▪ MySQL▪ MongoDB▪ InfluxDB▪ Keycloak▪ Rancher (Kubernetes) Show less

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):▪ Kafka▪ Filebeat▪ Logstash▪ Python▪ Docker● Structuring, researching and developing the vision subsystem of a visual inspection system that detects assembly faults of a… Show more ● 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):▪ Kafka▪ Filebeat▪ Logstash▪ Python▪ Docker● Structuring, researching and developing the vision subsystem of a visual inspection system that detects assembly faults of a monitors production process at real time (LG):▪ Flask + Gunicorn▪ Tensorflow Object Detection API - Faster R-CNN ResNet101▪ Keras - Image classification - Xception▪ Tensorflow-serving - Deploy ml models using gRPC service▪ Data augmentation - library Imgaug▪ Python Opencv - Camera configuration and image processing▪ RabbitMQ - Message broker▪ Docker + Docker Compose● Leading, structuring, designing and developing a system for degradation detection and healing of LTE cells in real time (Ericsson):▪ Python - Flask back-end (Restful API)▪ Angular 6 – Front-end using Ericsson Design System layout patterns▪ Grafana▪ Apache NiFi / Kafka (Data streaming)▪ ElasticSearch▪ Docker / Kubernetes (Scalability) Show less

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)● Software maintenance of Ericsson’s telephone exchange (Wireline (AXE) and Wireless (MSC))▪… Show more ● 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)● Software maintenance of Ericsson’s telephone exchange (Wireline (AXE) and Wireless (MSC))▪ Fault analysis▪ Code analysis▪ Fault reproductions▪ Corrections design▪ Fault reproduction tests design▪ Documentation design Show less

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▪ Documentation 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