Lior Sinai

Software Engineer at BBD
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Contact Information
us****@****om
(386) 825-5501
Location
Johannesburg Metropolitan Area, ZA
Languages
  • English Native or bilingual proficiency
  • Dutch Limited working proficiency

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Bio

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Credentials

  • Deep Learning Specialization
    deeplearning.ai
    Jun, 2020
    - Nov, 2024
  • Sequence Models
    Coursera
    Jun, 2020
    - Nov, 2024
  • Convolutional Neural Networks
    Coursera
    May, 2020
    - Nov, 2024
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
    Coursera
    Apr, 2020
    - Nov, 2024
  • Structuring Machine Learning Projects
    Coursera
    Apr, 2020
    - Nov, 2024
  • Neural Networks and Deep Learning
    Coursera
    Mar, 2020
    - Nov, 2024
  • Machine Learning
    Coursera
    Apr, 2017
    - Nov, 2024
  • Cryptography I
    Coursera
    Oct, 2016
    - Nov, 2024
  • AWS Certified Developer – Associate
    Amazon Web Services (AWS)
    Oct, 2021
    - Nov, 2024
  • AWS Certified Data Analytics – Specialty
    Amazon Web Services (AWS)
    May, 2021
    - Nov, 2024
  • Microsoft Certified: Azure AI Engineer Associate
    Microsoft
    Jul, 2022
    - Nov, 2024

Experience

    • Netherlands
    • IT Services and IT Consulting
    • 700 & Above Employee
    • Software Engineer
      • Jan 2021 - Present

      Financial Services Oct 2021 - Dec 2022 - Backend work on an internal web application for fund analytics. Financial calculations done in Spark and results served via a C# REST API querying a SQL database. Data Science Jan 2021 – Oct 2021 - Various proof of concepts using technologies such as AWS, Tensorflow and PyTorch. Graduate programme Jan 2021 – Dec 2021 - Year long programme in parallel to normal work day. Projects in SQL, C#, Java, JavaScript, security fundamentals, RESTful APIs and design patterns. Show less

    • Netherlands
    • Defense & Space
    • 100 - 200 Employee
    • Intern
      • Feb 2019 - May 2019

      I corrected a stereo vision camera tracking system for solar arrays for satellites. This system converted videos of solar array deployments into 3D virtual renders for further analysis. I reduced reconstruction errors by 30% on average but 12x in areas with large distortion. I also quantified the accuracy and precision of the system. I worked extensively in Matlab. I corrected a stereo vision camera tracking system for solar arrays for satellites. This system converted videos of solar array deployments into 3D virtual renders for further analysis. I reduced reconstruction errors by 30% on average but 12x in areas with large distortion. I also quantified the accuracy and precision of the system. I worked extensively in Matlab.

    • South Africa
    • Telecommunications
    • 700 & Above Employee
    • Business Strategist
      • Feb 2016 - Jul 2017

      I worked in 3 diverse roles in the business: Group Strategy, the Digital Business Unit (a small small R&D type division) and VS Gaming (a marketing division). I worked in 3 diverse roles in the business: Group Strategy, the Digital Business Unit (a small small R&D type division) and VS Gaming (a marketing division).

Education

  • University of Twente
    Masters: Systems and Control, Electrical and Electronics Engineering
    2017 - 2020
  • University of the Witwatersrand
    Bachelor of Science in Engineering, Mechanical Engineering
    2012 - 2015

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