Tanel Liiv
Data Scientist at Marduk Technologies- Claim this Profile
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Bio
Credentials
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Advanced Data Science Capstone
CourseraAug, 2020- Nov, 2024 -
Advanced Data Science with IBM Specialization
CourseraAug, 2020- Nov, 2024 -
Advanced Machine Learning and Signal Processing
CourseraJul, 2020- Nov, 2024 -
Applied AI with DeepLearning
CourseraJul, 2020- Nov, 2024 -
Convolutional Neural Networks in TensorFlow
CourseraJul, 2020- Nov, 2024 -
Natural Language Processing in TensorFlow
CourseraJul, 2020- Nov, 2024 -
Sequences, Time Series and Prediction
CourseraJul, 2020- Nov, 2024 -
TensorFlow in Practice Specialization
CourseraJul, 2020- Nov, 2024 -
Convolutional Neural Networks
CourseraJun, 2020- Nov, 2024 -
Deep Learning
CourseraJun, 2020- Nov, 2024 -
Sequence Models
CourseraJun, 2020- Nov, 2024 -
Structuring Machine Learning Projects
CourseraJun, 2020- Nov, 2024 -
AI Capstone Project with Deep Learning
CourseraMay, 2020- Nov, 2024 -
Building Deep Learning Models with TensorFlow
CourseraMay, 2020- Nov, 2024 -
IBM AI Engineering Specialization
CourseraMay, 2020- Nov, 2024 -
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
CourseraMay, 2020- Nov, 2024 -
Data Science Methodology
CourseraApr, 2020- Nov, 2024 -
Databases and SQL for Data Science
CourseraApr, 2020- Nov, 2024 -
Deep Neural Networks with PyTorch (with Honors)
CourseraApr, 2020- Nov, 2024 -
IBM Data Science Specialization
CourseraApr, 2020- Nov, 2024 -
Introduction to Deep Learning & Neural Networks with Keras
CourseraApr, 2020- Nov, 2024 -
Machine Learning
CourseraApr, 2020- Nov, 2024 -
Scalable Machine Learning on Big Data using Apache Spark
CourseraApr, 2020- Nov, 2024 -
Tools for Data Science
CourseraApr, 2020- Nov, 2024 -
Applied Data Science Capstone
CourseraMar, 2020- Nov, 2024 -
Machine Learning with Python
CourseraMar, 2020- Nov, 2024 -
Capstone: Retrieving, Processing, and Visualizing Data with Python
CourseraFeb, 2020- Nov, 2024 -
Data Analysis with Python
CourseraFeb, 2020- Nov, 2024 -
Data Visualization with Python
CourseraFeb, 2020- Nov, 2024 -
Python for Data Science and AI
CourseraFeb, 2020- Nov, 2024 -
Python for Everybody Specialization
CourseraFeb, 2020- Nov, 2024 -
Python Data Structures
CourseraJan, 2020- Nov, 2024 -
Using Databases with Python
CourseraJan, 2020- Nov, 2024 -
Using Python to Access Web Data
CourseraJan, 2020- Nov, 2024
Experience
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Marduk Technologies
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Estonia
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Defense and Space Manufacturing
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1 - 100 Employee
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Data Scientist
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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.
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The Estonian Academy of Security Sciences
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Estonia
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Higher Education
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1 - 100 Employee
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Lecturer
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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.
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KIK (Environmental Investment Centre)
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Estonia
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Environmental Services
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1 - 100 Employee
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Analysis Manager/ Development Research Coordinator
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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
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Eesti Pank | Bank of Estonia
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Estonia
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Banking
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1 - 100 Employee
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Monetary Policy Department. Chief Specialist (monetary policy)
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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.
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Head of Eesti Pank`s Interdepartmental Monitoring Team
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2007 - 2008
The work included supervising and editing the compilation of the monthly interdepartmental Estonian and foreign economy review
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Central Bank Policy Department. Economic Policy Subdivision. Leading Specialist (fiscal policy)
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2002 - 2008
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Economic Research Department. Economist
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2001 - 2002
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Central Bank Policy Department. Financial Intermediation Subdivision. Leading Specialist
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1997 - 2001
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Banking Supervision. Off-site supervision. Analyst
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1996 - 1997
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Banking Supervision. On-site supervision. Inspector
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1994 - 1996
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Education
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University of Tartu
MA in Economics, Finance and Credit