Giani Statie

Software Engineer at HEITS.digital
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Contact Information
us****@****om
(386) 825-5501
Location
Cluj-Napoca, Cluj, Romania, RO
Languages
  • Romanian Native or bilingual proficiency
  • English Full professional proficiency
Skills

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Bio

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Credentials

  • Engineer
    Technical University
    Jun, 2018
    - Nov, 2024

Experience

  • HEITS.digital
    • Romania
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Software Engineer
      • Jun 2021 - Present

      Responsibilities (Ecree) - Developing backend infrastructure and integrating NLP models; Data types - text; Applications - essay processing and grading. Responsibilities (Tempo) - Consulting and development of internal ML testing environment; Data types - images and video streams; Applications - pose estimation. Responsibilities (Ecree) - Developing backend infrastructure and integrating NLP models; Data types - text; Applications - essay processing and grading. Responsibilities (Tempo) - Consulting and development of internal ML testing environment; Data types - images and video streams; Applications - pose estimation.

  • Bosch Romania
    • Romania
    • Motor Vehicle Manufacturing
    • 700 & Above Employee
    • Machine Learning Software Engineer
      • Jan 2021 - Jun 2021

      Responsibilities - developing frameworks for parallelizing neural network inference and training data selection. Developing tools for visualizing and labeling data; Data types - images and video streams; Applications - classification, detection, segmentation. Responsibilities - developing frameworks for parallelizing neural network inference and training data selection. Developing tools for visualizing and labeling data; Data types - images and video streams; Applications - classification, detection, segmentation.

  • Porsche Engineering
    • Germany
    • Engineering Services
    • 700 & Above Employee
    • Machine Learning Software Engineer
      • Jul 2018 - Jan 2021

      Responsibilities - develop machine learning pipelines (labeling tools, data cleaning, feature extraction), design and train networks, integrate networks in existing pipelines;Data types - time-series;Applications - behavioral cloning, event classification.

    • AI Working Student
      • Oct 2017 - Jul 2018

      Responsibilities - develop machine learning pipelines, train networks;Data types - images;Applications - object detection.

  • Recognos Romania
    • United States
    • Software Development
    • 1 - 100 Employee
    • Summer Intern
      • Jul 2017 - Aug 2017

      Prototyped a 4-wheeled robot in Gazebo. It was capable of avoiding obstacles (using camera and lidar) and detecting object surfaces using Python and Tensorflow. Prototyped a 4-wheeled robot in Gazebo. It was capable of avoiding obstacles (using camera and lidar) and detecting object surfaces using Python and Tensorflow.

Education

  • Technical University of Cluj Napoca
    Master's degree, Computer Vision and Artificial Intelligence
    2020 - 2021
  • Technical University of Cluj Napoca
    Engineer’s Degree, Automation and Applied Informatics
    2014 - 2018

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