Lukasz Sidor
About
Lukasz Sidor is from Warsaw, Mazowieckie, Poland. Lukasz works in the following industries: "Information Technology and Services". Lukasz is currently CTO at Yieldbird / Agora SA. In Lukasz's previous role as a Head of Data Science at Yieldbird / Agora SA, Lukasz worked in until Mar 2020. Prior to joining Yieldbird / Agora SA, Lukasz was a Data Scientist at Yieldbird / Agora SA and held the position of Data Scientist. Prior to that, Lukasz was a Analytics Analyst / Statistician / Data Scientist at Accenture, based in Warsaw, London, Barcelona, Munich from Jun 2015 to May 2017. Lukasz started working as Market research specialist / Retail analyst at GfK Retail and Technology in Aug 2011. From May 2008 to Nov 2013, Lukasz was Instructor at Warsaw School of Alpinizm - W Pionie, based in Warszawa, woj. mazowieckie, Polska. Prior to that, Lukasz was a Data Analyst at Freelance from Jan 2009 to Aug 2011. Lukasz started working as Project Manager at Systems Research Institute, Polish Academy of Sciences in Warszawa, woj. mazowieckie, Polska in May 2009.
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Lukasz Sidor's current jobs
Making business advanteges with products and operational excellence obtained by selection of technology and data science solutions. - Strategic technology planning and development. - Managing R&D projects profolio, incl. NCBR project. - End-to-end productization of Yieldbird products: Price Genius, QuickWrap, Yieldbird Insights and Yield Managment tools.
Lukasz Sidor's past jobs
Build revenue generating fully automated machine learning based products/solutions using internal and external data. Define how the business creates additional value through the utilization of data, assets, analytics and data science. Partner with the technology teams, data/analytics vendors, and others to evaluate analytics utilization and build/enhance the data infrastructure and ML solutions Build a team of data scientists and statisticians to do advanced analytics, apply predictive analytics across the enterprise and across real-time bidding ecosystem.
Machine learning algorithms for Real-Time Bidding (RTB/programmatic) in online advertising R&D / end-to-end RTB monetisation methodologies development, testing, implementation, automation Fully automated RTB monetisation execution system (design/implementation) Analytics tools/reports for Yield Management (end-to-end implementation: Business Analysis/API connectors/Storage/ETL/dashboards) Technologies: R, DoubleClick DFP, AdExchange, Google's tools, AWS, PostgreSQL, Shiny
Global mobile devices manufacturer / Mobile technology Predictive analytics / forecasting. Supply chain management analytics based on forecasting modelling. Designing, developing, testing, and managing engine of predictive analytics application. Implementation by using technologies: R, REVO-R, MySQL, AIP, AAAP. Main European Bank / Capital Markets Business analysis of Capital Markets operations. Financial Instrument data bases integration/development. ESMA/MiFID II reporting. British Broadcasting and Telecomunication group / Telecom / Media Churn, Retention, Cutomer analytics. Design and implementation of new campaign execution methodology. Marketing campaign evaluation / insights for the client. Business analysis. Main Australian liquefied natural gas (LNG) producer / Oil&Gas Predictive Asset Maintenance Building of statistical models predicting performance and possible failures of devices used for liquefied natural gas extraction and processing Model building implementation in R language (for model reconstruction based on data gathered in the future). Investigation of patterns in historical data and possible future modeling approaches based on machine learning methods. Visualizations and summaries of the models for engineers and non-technical audience. IT software/technology leader / Computer Technology, IT Methods selection and algorithm development for automatic language detection. The text mining analysis based on the mix of statistical algorithms and heuristic rules that led to algorithm of a very high detection accuracy.
Market research projects management, sales analysis, insights drawing, implementation of BI solution, relations management, consultation services for Senior Management of global players as clients; business development, leadership for data processing team.
Teaching and training climbing skills of individuals and groups, organizing climbing events (Polish Championship in Climbing)
Statistical consulting, statistical support for research projects, marketing data analysis, trainings, data analysis.
Managing Letnie Praktyki Badawcze 2009 - best polish research intern regarding Industrial Mathematics, Consulting, IT, science commercialization, Startups
International Project management in Youth in Action Programme Preparation and conducting Team Building activities for multinational groups
Work&Travel Program USA