Matheus Felipe Gremes
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Matheus Felipe Gremes Email & Phone Number

Desenvolvedor de Visão Computacional at Pix Force
Location: Maringá, Paraná, Brazil 7 work roles 3 schools
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Current company
Role
Desenvolvedor de Visão Computacional
Location
Maringá, Paraná, Brazil
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Matheus Felipe Gremes is listed as Desenvolvedor de Visão Computacional at Pix Force, a with 111 employees, based in Maringá, Paraná, Brazil. AeroLeads shows a matched LinkedIn profile for Matheus Felipe Gremes.

Matheus Felipe Gremes previously worked as Computer Vision Developer at Pix Force and Data Scientist at Comunidade Ds. Matheus Felipe Gremes holds Doctor'S Degree In Chemical Engineering, Artificial Intelligence from Universidade Estadual De Maringá.

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Pix Force

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About Matheus Felipe Gremes

PhD Student, Master’s, and Bachelor in Engineering.As a Computer Vision Developer at Pix Force, I have contributed to a variety of projects leveraging computer vision and data science. My role involves handling diverse types of data, including images, videos, satellite imagery, and georeferenced data. I tackle a wide range of challenges using cutting-edge AI techniques, such as object classification, detection, tracking, and segmentation. Our team collaborates with major clients in the oil and gas industry, as well as leading clients in the Brazilian electrical sector. My background as an Electrical Engineer has been instrumental in navigating and executing projects with these leading clients. We adhere to best practices in code development and maintenance, including rigorous code reviews, continuous integration and deployment (CI/CD), comprehensive documentation, implementing unit and automated testing, and following a microservices architecture.Throughout my academic career during my master's, doctoral studies, and professional experience at Pix Force, Brazil's leading computer vision company, I have studied and applied:- Programming Languages and Technologies: Python, C++, Docker, Kubernetes, Jupyter Notebooks, Git.- Machine Learning and AI: TensorFlow, PyTorch, ONNX, Keras, Computer Vision, Digital Image Processing, Object Detection, Object Tracking.- Data Handling and Analysis: Statistical Analysis, Exploratory Data Analysis, Regression, Classification, Data Visualization, Pandas, Matplotlib, Seaborn.- Data Engineering: Databases, SQL, Databricks, Apache Spark, Apache Kafka.- Development Practices: Continuous Integration and Deployment (CI/CD), Code Reviews, Microservices Architecture.- Tools and Technologies: Geographic Information Systems (GIS) for managing georeferenced data, OpenCV for image processing, Jenkins and Prometheus for deployment and monitoring.This comprehensive approach allows us to tackle complex problems and deliver high-quality, innovative solutions for our clients.My master’s research focused on comparing machine learning techniques for the identification, detection, and counting of pre-harvest fruits, which resulted in two international publications. You can view the results of my research in this video: https://youtube.com/shorts/Mz-iEDZiExU. My PhD thesis also delves into artificial intelligence, energy utilities, and GIS, further expanding my expertise in these domains.“Passion comes after you put in the hard work to become excellent at something valuable, not before” – Cal Newport

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Pix Force
Pix Force
Desenvolvedor de Visão Computacional
Maringá, PR, BR
Website
Employees
111
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7 roles

Matheus Felipe Gremes work experience

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Desenvolvedor De Visão Computacional

Maringá, Pr, Br

Computer Vision Developer

Porto Alegre, Rio Grande Do Sul, Brazil

As a Computer Vision Developer at Pix Force, I have contributed to a variety of projects leveraging computer vision and data science. My role involves handling diverse types of data, including images, videos, satellite imagery, and georeferenced data. I tackle a wide range of challenges using cutting-edge AI techniques, such as object classification, detection, tracking, and segmentation. Our team collaborates with major clients in the oil and gas industry, as well as leading clients in the Brazilian electrical sector. My background as an Electrical Engineer has been instrumental in navigating and executing projects with these leading clients. We adhere to best practices in code development and maintenance, including rigorous code reviews, continuous integration and deployment (CI/CD), comprehensive documentation, implementing unit and automated testing, and following a microservices architecture.

Cnpq Master'S Scholarship

Maringá, Paraná, Brasil

As a master's student, I had the opportunity to study: *Python, C++, Algorithms, Data structures, Trees, Graphs, Object-oriented Programming.*Statistic, Exploratory Data Analysis, Data and Sampling Distributions, Significance Testing, Regression, Prediction, Classification.*Databases, Relational Database, SQL, Databricks, SPARK.*Artificial Intelligence, Machine Learning, Deep Learning, Neural Networks, Convolutional Networks, Computer Vision, Digital Image Processing, Object Detection, Object Tracking, Keras, TensorFlow.*Statistical Machine Learning, Pandas, K-Nearest Neighbors, Decision Trees, Random Forest, Boosting, Unsupervised Learning, K-Means Clustering.*Data visualization techniques, Graphical Communication, Matplotlib, Seaborn. My research was about: counting and tracking green oranges directly from trees using Machine Learning / Deep Learning techniques. The results can be seen in this video: https://youtube.com/shorts/Mz-iEDZiExU

Apr 2020 - Aug 2022

Trainee

Seebot - Intelligent Solutions Ltda Me

Maringá, Paraná, Brasil

Preparation and organization of data for the training and optimization of an artificial neural network to be used in a smart traffic light.

Apr 2019 - Aug 2019

Pibic Araucaria Foundation Scholarship

Paraná, Brasil

Research and development of meta-heuristic algorithms for process optimization, an area related to intelligent systems.

Aug 2018 - Aug 2019

Office Assistant

Contabilidade Espacial Ltda - Me

Sarandi, Paraná, Brazil

Dec 2012 - Feb 2015
Team & coworkers

Colleagues at Pix Force

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3 education records

Matheus Felipe Gremes education

Master'S In Chemical Engineering, Artificial Intelligence

Working with video footage of plantations, through image processing and pattern recognition, it is possible to count fruit directly.

Bachelor'S Degree In Electrical Engineering, Electrical And Electronic Engineering

- Monograph in the Artificial Intelligence Area: "Pedestrian and object detection and tracking system in real-time." in 2019. - Extension.

FAQ

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What company does Matheus Felipe Gremes work for?

Matheus Felipe Gremes works for Pix Force.

What is Matheus Felipe Gremes's role at Pix Force?

Matheus Felipe Gremes is listed as Desenvolvedor de Visão Computacional at Pix Force.

Where is Matheus Felipe Gremes based?

Matheus Felipe Gremes is based in Maringá, Paraná, Brazil while working with Pix Force.

What companies has Matheus Felipe Gremes worked for?

Matheus Felipe Gremes has worked for Pix Force, Comunidade Ds, Universidade Estadual De Maringá, Seebot - Intelligent Solutions Ltda Me, and Fundacao Araucaria.

Who are Matheus Felipe Gremes's colleagues at Pix Force?

Matheus Felipe Gremes's colleagues at Pix Force include Carlos Frederico Gomes, Rafael M. Loureiro, Daniel C., Alisson Da Silva Barcelar, and Leandro Santana Do Amaral.

How can I contact Matheus Felipe Gremes?

You can use AeroLeads to view verified contact signals for Matheus Felipe Gremes at Pix Force, including work email, phone, and LinkedIn data when available.

What schools did Matheus Felipe Gremes attend?

Matheus Felipe Gremes holds Doctor'S Degree In Chemical Engineering, Artificial Intelligence from Universidade Estadual De Maringá.

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