Tanel Liiv

Data Scientist at Marduk Technologies
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Contact Information
us****@****om
(386) 825-5501
Location
Tallinn, Harjumaa, Estonia, EE

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Credentials

  • Advanced Data Science Capstone
    Coursera
    Aug, 2020
    - Nov, 2024
  • Advanced Data Science with IBM Specialization
    Coursera
    Aug, 2020
    - Nov, 2024
  • Advanced Machine Learning and Signal Processing
    Coursera
    Jul, 2020
    - Nov, 2024
  • Applied AI with DeepLearning
    Coursera
    Jul, 2020
    - Nov, 2024
  • Convolutional Neural Networks in TensorFlow
    Coursera
    Jul, 2020
    - Nov, 2024
  • Natural Language Processing in TensorFlow
    Coursera
    Jul, 2020
    - Nov, 2024
  • Sequences, Time Series and Prediction
    Coursera
    Jul, 2020
    - Nov, 2024
  • TensorFlow in Practice Specialization
    Coursera
    Jul, 2020
    - Nov, 2024
  • Convolutional Neural Networks
    Coursera
    Jun, 2020
    - Nov, 2024
  • Deep Learning
    Coursera
    Jun, 2020
    - Nov, 2024
  • Sequence Models
    Coursera
    Jun, 2020
    - Nov, 2024
  • Structuring Machine Learning Projects
    Coursera
    Jun, 2020
    - Nov, 2024
  • AI Capstone Project with Deep Learning
    Coursera
    May, 2020
    - Nov, 2024
  • Building Deep Learning Models with TensorFlow
    Coursera
    May, 2020
    - Nov, 2024
  • IBM AI Engineering Specialization
    Coursera
    May, 2020
    - Nov, 2024
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
    Coursera
    May, 2020
    - Nov, 2024
  • Data Science Methodology
    Coursera
    Apr, 2020
    - Nov, 2024
  • Databases and SQL for Data Science
    Coursera
    Apr, 2020
    - Nov, 2024
  • Deep Neural Networks with PyTorch (with Honors)
    Coursera
    Apr, 2020
    - Nov, 2024
  • IBM Data Science Specialization
    Coursera
    Apr, 2020
    - Nov, 2024
  • Introduction to Deep Learning & Neural Networks with Keras
    Coursera
    Apr, 2020
    - Nov, 2024
  • Machine Learning
    Coursera
    Apr, 2020
    - Nov, 2024
  • Scalable Machine Learning on Big Data using Apache Spark
    Coursera
    Apr, 2020
    - Nov, 2024
  • Tools for Data Science
    Coursera
    Apr, 2020
    - Nov, 2024
  • Applied Data Science Capstone
    Coursera
    Mar, 2020
    - Nov, 2024
  • Machine Learning with Python
    Coursera
    Mar, 2020
    - Nov, 2024
  • Capstone: Retrieving, Processing, and Visualizing Data with Python
    Coursera
    Feb, 2020
    - Nov, 2024
  • Data Analysis with Python
    Coursera
    Feb, 2020
    - Nov, 2024
  • Data Visualization with Python
    Coursera
    Feb, 2020
    - Nov, 2024
  • Python for Data Science and AI
    Coursera
    Feb, 2020
    - Nov, 2024
  • Python for Everybody Specialization
    Coursera
    Feb, 2020
    - Nov, 2024
  • Python Data Structures
    Coursera
    Jan, 2020
    - Nov, 2024
  • Using Databases with Python
    Coursera
    Jan, 2020
    - Nov, 2024
  • Using Python to Access Web Data
    Coursera
    Jan, 2020
    - Nov, 2024

Experience

    • Estonia
    • Defense and Space Manufacturing
    • 1 - 100 Employee
    • Data Scientist
      • Dec 2020 - Present

      The focus of the work has been machine vision. Specifically, on real time object detection, neural architecture analysis, neural network efficiency analysis and data processing requirements optimization and reduction. The field of responsibilities includes designing the strategies of data collection, data engineering, modeling, and other parts of the data science pipeline. The focus of the work has been machine vision. Specifically, on real time object detection, neural architecture analysis, neural network efficiency analysis and data processing requirements optimization and reduction. The field of responsibilities includes designing the strategies of data collection, data engineering, modeling, and other parts of the data science pipeline.

    • Estonia
    • Higher Education
    • 1 - 100 Employee
    • Lecturer
      • Sep 2021 - Jan 2023

      Conducting a course "Remote monitoring based on drone and satellite datasets" based on practical materials. Conducting a course "Remote monitoring based on drone and satellite datasets" based on practical materials.

    • Estonia
    • Environmental Services
    • 1 - 100 Employee
    • Analysis Manager/ Development Research Coordinator
      • 2013 - 2020

      The work involved writing analyses about the institution`s area of work; conducting external, commissioned research procurements; carrying out larger-scale research and pilot projects. Mostly, it was teamwork, also composing and managing teams. By involving other employees, I wrote analyses on achievement of SA KIK’s development plan objectives and submitted amendment proposals to change the development plan and the contained objectives; By involving internal and external employees, I wrote vision documents, which served as the foundation for SA KIK’s further action plan in certain narrower areas of activity (for example, integration external databases related to SA KIK’s projects and also possible alternative development scenarios for SA KIK’s application environment) Show less

    • Estonia
    • Banking
    • 1 - 100 Employee
    • Monetary Policy Department. Chief Specialist (monetary policy)
      • 2008 - 2012

      As the Chief Specialist of Monetary Policy, my area of responsibility was preparation of Eesti Pank`s positions on monetary policy when participating in the work of Eurosystem.Among other responsibilities, I wrote risk scenarios for different potential crises situations (by also involving specialists from other areas). I participated in compilation of Eesti Pank`s forecasts and also compiled independent risk scenarios. I was a member of Eesti Pank`s management reserve.

    • Head of Eesti Pank`s Interdepartmental Monitoring Team
      • 2007 - 2008

      The work included supervising and editing the compilation of the monthly interdepartmental Estonian and foreign economy review

    • Central Bank Policy Department. Economic Policy Subdivision. Leading Specialist (fiscal policy)
      • 2002 - 2008

    • Economic Research Department. Economist
      • 2001 - 2002

    • Central Bank Policy Department. Financial Intermediation Subdivision. Leading Specialist
      • 1997 - 2001

    • Banking Supervision. Off-site supervision. Analyst
      • 1996 - 1997

    • Banking Supervision. On-site supervision. Inspector
      • 1994 - 1996

Education

  • University of Tartu
    MA in Economics, Finance and Credit
    1990 - 1994

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