Andrei Lucian

Data Science
Data Scientist
Vetted by
A data scientist with significant experience in AI, machine learning, computer vision, and software development. Proficient in a variety of programming languages and technologies, with a strong background in research, development, and deployment of AI and machine learning solutions across various industries.

Skill

Experience

Vetting results

Data Scientist

13
yr.
Python;C++;JavaScript;TensorFlow;Pytorch;NumPy;OpenCV;

Certifications

Experience

Work Experience

Data Scientist, EPAM Systems, 2022 - 2023

  • Develop computer vision use cases for Nvidia Jetson devices, including image classification and pose estimation.
  • Utilize Nvidia Deepstream SDK, TensorRT, AWS Greengrass, and PyTorch.
  • Create custom image datasets and train machine learning models.
  • Data Scientist, Lucrător independent, 2022 - present

  • Develop deep reinforcement learning models for image landmark detection.
  • Process 3D data and refactor code for efficiency.
  • Handle various data science projects independently.
  • AI Software Engineer, NTT DATA Romania, 2017 - 2021

  • Develop AI projects for object detection, image classification, and human behavior classification.
  • Focus on AI in medical imaging, including classification and detection of organs and pathological lesions in CT and MRI images.
  • Work on binary classification of spleen CT images and brain infarction detection in MRI images.
  • Software Developer, Bosch Group Romania, 2015 - 2017

  • Develop vision algorithms for assisted driving systems.
  • Improve depth maps from stereo cameras and align images with LIDAR depth maps.
  • Participate in all stages of product development, from pre-development to testing and release preparation.
  • Lecturer, the Royal Horticultural Society, 2014 - 2014

    • Instruct optics and statistics laboratories for undergrad students.
    • Mark coursework and provide assistance and guidance.

    Paid Lecturer, Nottingham Trent University, 2010 - 2011

    • Supervise undergraduate projects in astronomy and astrophysics.
    • Teach second-year astronomy labs and master's CCD imaging labs.
    • Responsible for marking and providing guidance to students.

    Research Assistant, Nottingham Trent University, 2010 - 2014

  • Conduct research in optics and apply astronomy techniques to art conservation.
  • Improve software for microfadometres and multispectral imaging systems.
  • Work with various institutions, including Victoria & Albert Museum and Royal Horticultural Society, on conservation and pigment identification projects.
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