Lucas Guimarães

Computer Vision Engineer at OMNICOG
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Contact Information
us****@****om
(386) 825-5501
Location
Brasília, Federal District, Brazil, BR
Languages
  • English Native or bilingual proficiency
  • Português Native or bilingual proficiency
  • Espanhol Full professional proficiency
  • Japonês Limited working proficiency
  • Coreano Limited working proficiency

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Bio

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Experience

    • Brazil
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Computer Vision Engineer
      • May 2023 - Present

      In my current role, I lead the implementation and maintenance of Omnicog's code centered on computer vision. I've also architected the project's new structure with a focus on modularity, thereby enhancing its adaptability to incorporate new requirements with minimal effort. In building this fresh architecture, I have employed key Apache technologies, namely Kafka and Ignite. Paired with Kafka is Faust, a Python library that enables stream processing. Faust's simplicity and efficiency… Show more In my current role, I lead the implementation and maintenance of Omnicog's code centered on computer vision. I've also architected the project's new structure with a focus on modularity, thereby enhancing its adaptability to incorporate new requirements with minimal effort. In building this fresh architecture, I have employed key Apache technologies, namely Kafka and Ignite. Paired with Kafka is Faust, a Python library that enables stream processing. Faust's simplicity and efficiency make it an ideal match for Kafka, allowing us to process model inferences in a swift and asynchronous manner. To ensure the seamless incorporation of new models into our solution, we rely on NVIDIA tools, notably Deepstream and Triton servers. Show less In my current role, I lead the implementation and maintenance of Omnicog's code centered on computer vision. I've also architected the project's new structure with a focus on modularity, thereby enhancing its adaptability to incorporate new requirements with minimal effort. In building this fresh architecture, I have employed key Apache technologies, namely Kafka and Ignite. Paired with Kafka is Faust, a Python library that enables stream processing. Faust's simplicity and efficiency… Show more In my current role, I lead the implementation and maintenance of Omnicog's code centered on computer vision. I've also architected the project's new structure with a focus on modularity, thereby enhancing its adaptability to incorporate new requirements with minimal effort. In building this fresh architecture, I have employed key Apache technologies, namely Kafka and Ignite. Paired with Kafka is Faust, a Python library that enables stream processing. Faust's simplicity and efficiency make it an ideal match for Kafka, allowing us to process model inferences in a swift and asynchronous manner. To ensure the seamless incorporation of new models into our solution, we rely on NVIDIA tools, notably Deepstream and Triton servers. Show less

    • Software Development
    • 1 - 100 Employee
    • Back End Developer
      • Feb 2023 - Present

      In this company, I'm responsible for maintaining and integrating new functionalities in the administration site of a system for VR glasses. Occupying the Full Stack Developer position, I perform a variety of roles due to our startup environment. This often leads me to also work in DevOps, working with both Heroku and Azure environments using OpenShift. The system I work on is designed to manage the delivery of content to the VR glasses, create and keep track of users, and ensure that… Show more In this company, I'm responsible for maintaining and integrating new functionalities in the administration site of a system for VR glasses. Occupying the Full Stack Developer position, I perform a variety of roles due to our startup environment. This often leads me to also work in DevOps, working with both Heroku and Azure environments using OpenShift. The system I work on is designed to manage the delivery of content to the VR glasses, create and keep track of users, and ensure that users are allowed access. In addition, it supervises the control of the companies that acquire the headsets, their respective users and monitors which headsets are online Show less In this company, I'm responsible for maintaining and integrating new functionalities in the administration site of a system for VR glasses. Occupying the Full Stack Developer position, I perform a variety of roles due to our startup environment. This often leads me to also work in DevOps, working with both Heroku and Azure environments using OpenShift. The system I work on is designed to manage the delivery of content to the VR glasses, create and keep track of users, and ensure that… Show more In this company, I'm responsible for maintaining and integrating new functionalities in the administration site of a system for VR glasses. Occupying the Full Stack Developer position, I perform a variety of roles due to our startup environment. This often leads me to also work in DevOps, working with both Heroku and Azure environments using OpenShift. The system I work on is designed to manage the delivery of content to the VR glasses, create and keep track of users, and ensure that users are allowed access. In addition, it supervises the control of the companies that acquire the headsets, their respective users and monitors which headsets are online Show less

    • United States
    • Information Technology & Services
    • 1 - 100 Employee
    • GStreamer Engineer
      • Oct 2023 - Nov 2023

      At the role I'm responsible for maintaning the video infrence pipelines and creating new featuresto facilitate the comuter vision engineers job and improve performance of the system. While working in the pipeline I also need to improve some deepstream code as well as propose changes in plugins to always keep up to date with latest changes from NVIDIA. At the role I'm responsible for maintaning the video infrence pipelines and creating new featuresto facilitate the comuter vision engineers job and improve performance of the system. While working in the pipeline I also need to improve some deepstream code as well as propose changes in plugins to always keep up to date with latest changes from NVIDIA.

    • Mexico
    • Alternative Medicine
    • 1 - 100 Employee
    • Mid-Level Software Develper
      • Jul 2022 - Feb 2023

      In these role, I am one of the responsibles for spearheading a Samsung project for a Windows Kernel driver for networking/telecommunication. It is worth mentioning that I play a vital role in utilizing technical insights regarding architecture and language-specific knowledge. Furthermore, I train and mentor newcomers on the kernel driver team.

    • Junior Software Developer
      • Dec 2021 - Jul 2022

    • United States
    • E-Learning Providers
    • Project Manager/Product owner
      • Sep 2021 - Dec 2021

      I was entrusted with reviewing all codes and supervising the overall development process to complete a project in a timely manner. I would like to state that I conducted interviews with candidates, developed a team, and negotiated the requirements and scope of a project with the client. Furthermore, I communicated with clients to adjust expectations and goals with development. Below listed are a couple of notable points from this role: • Improved overall efficiency and… Show more I was entrusted with reviewing all codes and supervising the overall development process to complete a project in a timely manner. I would like to state that I conducted interviews with candidates, developed a team, and negotiated the requirements and scope of a project with the client. Furthermore, I communicated with clients to adjust expectations and goals with development. Below listed are a couple of notable points from this role: • Improved overall efficiency and effectiveness by leading back-end and front-end developers and 1 UX designer. • Developed system of recommendations for travel using FARM stack with python in backend and frontend react/ionic. Show less I was entrusted with reviewing all codes and supervising the overall development process to complete a project in a timely manner. I would like to state that I conducted interviews with candidates, developed a team, and negotiated the requirements and scope of a project with the client. Furthermore, I communicated with clients to adjust expectations and goals with development. Below listed are a couple of notable points from this role: • Improved overall efficiency and… Show more I was entrusted with reviewing all codes and supervising the overall development process to complete a project in a timely manner. I would like to state that I conducted interviews with candidates, developed a team, and negotiated the requirements and scope of a project with the client. Furthermore, I communicated with clients to adjust expectations and goals with development. Below listed are a couple of notable points from this role: • Improved overall efficiency and effectiveness by leading back-end and front-end developers and 1 UX designer. • Developed system of recommendations for travel using FARM stack with python in backend and frontend react/ionic. Show less

    • United Kingdom
    • Civic and Social Organizations
    • 1 - 100 Employee
    • Backend Developer
      • Mar 2021 - May 2021

      During this tenure, I was tasked with developing two different approaches, one with deep learning and another with only OpenCV in collaboration with the Project Manager and two back-end developers. I also coordinated with clients and developed products as well as passed them on to the team. Here are my key contributions to this role: • Functioned as a developer to make all the image processing features of the project. • Built engine to detect and classify eye movement into five… Show more During this tenure, I was tasked with developing two different approaches, one with deep learning and another with only OpenCV in collaboration with the Project Manager and two back-end developers. I also coordinated with clients and developed products as well as passed them on to the team. Here are my key contributions to this role: • Functioned as a developer to make all the image processing features of the project. • Built engine to detect and classify eye movement into five different positions, such as up, down, right, left, and center by using only webcams and smartphone cameras. Show less During this tenure, I was tasked with developing two different approaches, one with deep learning and another with only OpenCV in collaboration with the Project Manager and two back-end developers. I also coordinated with clients and developed products as well as passed them on to the team. Here are my key contributions to this role: • Functioned as a developer to make all the image processing features of the project. • Built engine to detect and classify eye movement into five… Show more During this tenure, I was tasked with developing two different approaches, one with deep learning and another with only OpenCV in collaboration with the Project Manager and two back-end developers. I also coordinated with clients and developed products as well as passed them on to the team. Here are my key contributions to this role: • Functioned as a developer to make all the image processing features of the project. • Built engine to detect and classify eye movement into five different positions, such as up, down, right, left, and center by using only webcams and smartphone cameras. Show less

Education

  • Cubos Academy
    Tecnologia em Informática/Software
    2021 - 2022
  • Universidade do Minho
    Engenharia Elétrica e Eletrônica
    2018 - 2021
  • IESB
    Engenharia de Computação
    2016 - 2018
  • Digital Innovation One Inc.
    Programação

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