staff
Danila Valko
Senior Research Fellow, Anthroposchool
Work experience
2022 – p.d. School of Environmental and Social Studies, Tyumen State University, Tyumen, Russia Senior Researcher • Sustainable Development, Environmental behavior
2022 – p.d. L3S Research Center, Leibniz University Hannover, Hannover, Germany Researcher • Machine Learning, Reinforcement Learning
2021 – 2022 Center for Advanced Governance (CAG), Moscow, Russia Data Scientist, Data Engineer • Data Mining and Data Preparation (PostgreSQL/Python, ETL/ELT) • Data Analysis, Machine Learning
2018 – 2022 The South Ural University of Technology (SUUT), Chelyabinsk, Russia Vice Rector for Research, Senior Researcher • Strategic Planning, Project Management • R&D, Quantitative Research
2014 – 2018 The South Ural University of Technology (SUUT), Chelyabinsk, Russia Senior Researcher, Associate Professor • Quantitative Analysis, Econometrics (SEM, ATET/PSM, CS-ADRL) • Teaching IT, Economics, BA/MA Supervision
Education
2018 - South Ural State University (National Research University) MSc in Fundamental Computer Science and Information Technologies (cum laude) Thesis: Development of a decision support system for research management based on scientometric data mining. Supervisor: Mikhail Zymbler
2014 - Institute of Economics, Ural Branch of the Russian Academy of Sciences PhD in Economics (Candidate of Economic Sciences) Thesis: Improving the company's marketing tools for networking with consumers in the e-market. Supervisor: Mikhail Pestunov
2010 - South Ural Institute of Management and Economics MA in Finance and Economics (Economist in Finance and Credit, cum laude) Thesis: Improving liquidity management in a commercial bank. Supervisor: Irina Sergeicheva
2022 – p.d. School of Environmental and Social Studies, Tyumen State University, Tyumen, Russia Senior Researcher • Sustainable Development, Environmental behavior
2022 – p.d. L3S Research Center, Leibniz University Hannover, Hannover, Germany Researcher • Machine Learning, Reinforcement Learning
2021 – 2022 Center for Advanced Governance (CAG), Moscow, Russia Data Scientist, Data Engineer • Data Mining and Data Preparation (PostgreSQL/Python, ETL/ELT) • Data Analysis, Machine Learning
2018 – 2022 The South Ural University of Technology (SUUT), Chelyabinsk, Russia Vice Rector for Research, Senior Researcher • Strategic Planning, Project Management • R&D, Quantitative Research
2014 – 2018 The South Ural University of Technology (SUUT), Chelyabinsk, Russia Senior Researcher, Associate Professor • Quantitative Analysis, Econometrics (SEM, ATET/PSM, CS-ADRL) • Teaching IT, Economics, BA/MA Supervision
Education
2018 - South Ural State University (National Research University) MSc in Fundamental Computer Science and Information Technologies (cum laude) Thesis: Development of a decision support system for research management based on scientometric data mining. Supervisor: Mikhail Zymbler
2014 - Institute of Economics, Ural Branch of the Russian Academy of Sciences PhD in Economics (Candidate of Economic Sciences) Thesis: Improving the company's marketing tools for networking with consumers in the e-market. Supervisor: Mikhail Pestunov
2010 - South Ural Institute of Management and Economics MA in Finance and Economics (Economist in Finance and Credit, cum laude) Thesis: Improving liquidity management in a commercial bank. Supervisor: Irina Sergeicheva
Expertise and interests
Sustainable Development, environmental behavior, circular Economy, green Computing, data Science for Sustainability
Sustainable Development, environmental behavior, circular Economy, green Computing, data Science for Sustainability
Valko, D. (2021). Impact of renewable energy and tax regulation on reducing greenhouse gas emissions in OECD countries: CS-ARDL approach. Ekonomicheskaya Politika. https://doi.org/10.18288/1994-5124-2021-5-40-61 (In Russ.) Scopus (Q2), WoS (ESCI)
Valko, D. (2021). Environmental attitudes and contextual stimuli in emerging environmental culture: An empirical study from Russia. Sustainable Production and Consumption. https://doi.org/10.1016/j.spc.2021.05.008 Scopus (Q1), WoS (ESCI)
Valko, D. (2021). Crowdfunding as a tool for investing in sustainable development projects and its place in the green finance ecosystem. St Petersburg University Journal of Economic Studies. https://doi.org/10.21638/spbu05.2021.105 (In Russ.) WoS (ESCI)
Valko, D. (2020). Circular economy: Basic business models and economic opportunities. Journal of Economics and Economies. https://doi.org/10.31063/2073-6517/2020.17-1.12 (In Russ.)
Valko, D. (2019). Circular economy: Definitions and diffusion of the concept in Russian research. Scientific Journal NRU ITMO. https://doi.org/10.17586/2310-1172-2019-12-2-42-49 (In Russ.)
Valko, D. (2018). A recommendation system based on data mining of a scientometric research profile. Software & Systems. http://doi.org/10.15827/0236-235X.122.275-283 (In Russ.)
Valko, D. (2016). Training software to perform technological calculations. Software & Systems. http://doi.org/10.15827/0236-235X.114.179-184 (In Russ.)
Valko, D. (2021). Environmental attitudes and contextual stimuli in emerging environmental culture: An empirical study from Russia. Sustainable Production and Consumption. https://doi.org/10.1016/j.spc.2021.05.008 Scopus (Q1), WoS (ESCI)
Valko, D. (2021). Crowdfunding as a tool for investing in sustainable development projects and its place in the green finance ecosystem. St Petersburg University Journal of Economic Studies. https://doi.org/10.21638/spbu05.2021.105 (In Russ.) WoS (ESCI)
Valko, D. (2020). Circular economy: Basic business models and economic opportunities. Journal of Economics and Economies. https://doi.org/10.31063/2073-6517/2020.17-1.12 (In Russ.)
Valko, D. (2019). Circular economy: Definitions and diffusion of the concept in Russian research. Scientific Journal NRU ITMO. https://doi.org/10.17586/2310-1172-2019-12-2-42-49 (In Russ.)
Valko, D. (2018). A recommendation system based on data mining of a scientometric research profile. Software & Systems. http://doi.org/10.15827/0236-235X.122.275-283 (In Russ.)
Valko, D. (2016). Training software to perform technological calculations. Software & Systems. http://doi.org/10.15827/0236-235X.114.179-184 (In Russ.)
Адрес: Пржевальского 37, 1 корпус
Телефон: 8 (3452) 59-74-00 (доб. 18227)
Почта: anthroposchoolweb@gmail.com
Время работы: 9.00 - 18.00. Онлайн - 24/7
Телефон: 8 (3452) 59-74-00 (доб. 18227)
Почта: anthroposchoolweb@gmail.com
Время работы: 9.00 - 18.00. Онлайн - 24/7