Giedrius B. Email and Phone Number
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Giedrius B. personal email
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A data science professional with more than 20 years of experience. Currently, I work as a Lead Data Scientist in Experimentation team helping Vinted with its mission to make sustainable consumption first choice and focusing on scientific modelling and automation in experimentation models and statistics.Previously, I worked as a Lead Data Scientist at SameSystem, SaaS company within workforce management, where I lead a team of senior data scientists and data engineers, developing and deploying 💻☔ predictive models in retail sector. Before that, I worked as an economist in a strategic market research company, where I led a team of economists and econometricians, and managed the entire product life-cycle: from identifying client needs and use cases, developing analytical products, working with Web developers on implementing client solutions as interactive web applications.I received my PhD degree in Economics from the University of Washington and later held a researcher position at Uppsala University. My empirical research 🔬 was in Labor Economics and Econometrics with the focus on identifying causal effect of lifecycle events and labor market policies, starting with data collections and preparation from multiple sources, writing up analysis and finally presenting results in seminars and conferences. My current interests include machine learning, experimentation, deep learning, ML/AI explainability, time-series forecasting, and anomaly and outlier detection.I am passionate about learning new skills and improving myself as well as coaching and mentoring others. Outside of work I enjoy hiking, 🏃 running and tinkering with Raspberry pi in 🤖 home automation and robotics projects.
Vinted
View- Website:
- vinted.com
- Employees:
- 567
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Lead Data Scientist In Experimentation TeamVinted Oct 2022 - PresentVilnius, Vilniaus, LithuaniaHelping Vinted make sustainable consumption first choice by: - technical scientific modelling - automation of experimentation models and statistics - thereby improving the life of other data scientists and decision scientists, as well as product managers, and other decision makers.- growing experimentation culture across the whole organization by consulting teams, running workshops, writing internal posts on experimentation topics -
Community Development Facilitator11Men / Gentys Oct 2021 - PresentVilnius, Vilniaus, Lithuania -
Data Science Chapter LeadSamesystem - Workforce Solutions For Retail And Foodservice Jun 2021 - Oct 2022Vilnius, Vilniaus, LithuaniaUse scientific approach to data handling and management. By promoting a good data gathering and processing culture we help build more data-driven features that are powered by machine learning and business intelligence to help clients better act on their existing data foundation. -
Lead Data ScientistSamesystem - Retail Workforce Solutions May 2020 - Oct 2022Vilnius, Vilniaus, Lithuania -
Data Science TrainerSoftware Development Academy Feb 2022 - Jun 2022Vilniaus, LithuaniaTaught multiple topics in Machine Learning and Deep Learning in a Data Science course designed for training employment-ready junior data scientists. Reviewed and consulted on team projects. Used python Keras and Tensorflow, and GIT as main tools. -
Machine Learning LecturerIsm University Of Management And Economics Mar 2020 - Apr 2020Vilnius, Vilniaus, LithuaniaTeaching Machine Learning for Managers, as part of the Data Management and Analytics Module for Executive Master in Management Program -
Economist, Data Science TeamEuromonitor International Jul 2019 - Apr 2020Vilnius, LithuaniaForecasting and evaluating different scenarios of Covid19 effects on FMCG industries and International Travel.Working on various Data Science problems from an Economist point of view. -
Freelance Machine Learning ConsultantFreelance Apr 2016 - Jun 2019Stockholm, SwedenSelect projects:- Machine Learning modelling to predict Market Attractiveness for entry or expansion.- Deep Learning modeling: CNN models for product classification based on images and descriptions.- Methods to link same products across retailers and apply consistent taxonomy.Tools: Python, Pytorch, R, Shiny, GIT, SQL, CLI, Linux
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EconomistEuromonitor International, Analytics Department Aug 2011 - Apr 2016Vilnius, Lithuania- Managed a team of economists and econometricians.- Worked on a number of different econometric modelling projects:-- Forecasting models of International Travel and Expenditure demand.-- Market-driven demand modelling of Consumer Durables. -- Forecast models of market demand for specific consumer product categories in Beauty and Personal Care, Packaged Food, Beverages, and other industries. -- These models are used as a basis of building more robust product demand forecasts, as well as building online analytics platform to address clients’ advanced analytic needs, like understanding the assumptions behind the forecasts, being able to evaluate multiple forecast scenarios, or asses market potential, among others.Tools: R, Shiny, RMarkdown, GIT, SQL, Tableau. -
LecturerVilnius University, Faculty Of Mathematics And Informatics Sep 2011 - Jun 2015Vilnius, LithuaniaTeaching:- Graduate Empirical Industrial Organization (in English). Focused on both Economic theoretic foundations and econometric application in practice. Prepared student assignment based on real world data sets and questions.- Undergraduate Intermediate Microeconomics (in English). The first economics course for statistics students, based on H.R. Varian Intermediate Microeconomics textbook, so the focus was on both mathematical rigor but also on economic intuition of studied concepts. -
Research FellowUppsala University Sep 2009 - Jul 2011Uppsala, SwedenResearch and teaching in Labor Economics. Worked on a project analyzing Active labor market programs and their impact on occupational mobility, implemented a network theory based measures of occupational similarity and estimated Mixed Proportional Hazard models for Duration analysis with competing risks. Tools: R, Matlab, Stata. -
LecturerIsm University Of Management And Economics Sep 2010 - Oct 2010Vilnius, LithuaniaTeaching Undergraduate Labour Economics course (in English). Used G. J. Borjas Labor Economics textbook for theory and local news and events for practical applications.
Giedrius B. Skills
Giedrius B. Education Details
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Gpa 3.97 -
Gpa 3.74 (Rank 4 Out Of 57)
Frequently Asked Questions about Giedrius B.
What company does Giedrius B. work for?
Giedrius B. works for Vinted
What is Giedrius B.'s role at the current company?
Giedrius B.'s current role is Lead Data Scientist (Experimentation) @Vinted, PhD @UW.
What is Giedrius B.'s email address?
Giedrius B.'s email address is gi****@****itor.lt
What schools did Giedrius B. attend?
Giedrius B. attended University Of Washington, Fast.ai, Central European University, Vilniaus Universitetas / Vilnius University.
What are some of Giedrius B.'s interests?
Giedrius B. has interest in Children, Marathon, Economic Empowerment, Machine Learning, Poverty Alleviation, Hiking, Running, Data Visualization.
What skills is Giedrius B. known for?
Giedrius B. has skills like Economics, Econometrics, Microeconomics, Data Analysis, Research, Economic Modeling, Statistics, Industrial Organization, Quantitative Research, Eviews, Macroeconomics, Stata.
Who are Giedrius B.'s colleagues?
Giedrius B.'s colleagues are Nil Coll, Bhala Ram, Almis Serbenta, Edvardas Kulvičius, Divine Luseva, Nerijus Muranovas, Ilja Dedeiko.
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