Jarosław Klamut
Quantitative Research Analyst at Algopolis.Ai - algorithmic trading platform- Claim this Profile
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English Full professional proficiency
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Polish Native or bilingual proficiency
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Bio
Maciej Górski
Jarosław sets the bar for data scientists everywhere, and I am privileged to have had the opportunity to work with him for 2+ years. He solves fuzzy business problems through rigorous data analysis. He made key contributions to several of XTB products. He was instrumental in building the data science team. Finally, he's a great communicator -- an ideal person to represent data science to both technical and non-technical audiences. I've seen Jarosław do amazing things, and I'm sure there are many more to come.
Maciej Górski
Jarosław sets the bar for data scientists everywhere, and I am privileged to have had the opportunity to work with him for 2+ years. He solves fuzzy business problems through rigorous data analysis. He made key contributions to several of XTB products. He was instrumental in building the data science team. Finally, he's a great communicator -- an ideal person to represent data science to both technical and non-technical audiences. I've seen Jarosław do amazing things, and I'm sure there are many more to come.
Maciej Górski
Jarosław sets the bar for data scientists everywhere, and I am privileged to have had the opportunity to work with him for 2+ years. He solves fuzzy business problems through rigorous data analysis. He made key contributions to several of XTB products. He was instrumental in building the data science team. Finally, he's a great communicator -- an ideal person to represent data science to both technical and non-technical audiences. I've seen Jarosław do amazing things, and I'm sure there are many more to come.
Maciej Górski
Jarosław sets the bar for data scientists everywhere, and I am privileged to have had the opportunity to work with him for 2+ years. He solves fuzzy business problems through rigorous data analysis. He made key contributions to several of XTB products. He was instrumental in building the data science team. Finally, he's a great communicator -- an ideal person to represent data science to both technical and non-technical audiences. I've seen Jarosław do amazing things, and I'm sure there are many more to come.
Experience
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Algopolis
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Poland
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IT Services and IT Consulting
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1 - 100 Employee
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Quantitative Research Analyst
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Apr 2020 - Present
+ Filtering and processing financial statements from EDGAR database using NLP techniques + Preparing OHLCV and fundamental data for backtesting investing strategies + Quantitative research and cooperation with data science team + Programming investment strategies and risk management solutions in QuantConnect, Lean and in-house framework + Technical and administrative supervision of live trading + Filtering and processing financial statements from EDGAR database using NLP techniques + Preparing OHLCV and fundamental data for backtesting investing strategies + Quantitative research and cooperation with data science team + Programming investment strategies and risk management solutions in QuantConnect, Lean and in-house framework + Technical and administrative supervision of live trading
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University of Warsaw
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Poland
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Higher Education
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700 & Above Employee
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PHD Candidate
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Oct 2016 - Present
PhD student with scholarship, active participation in many conferences and publications. + teaching students (Stochastic Processes, Econophysics), + research concerning correlated CTRW models: simulations and modelling empirical data, analytical solutions, + correlations and multifractality in interevent times, + studying models of complex networks and electoral systems susceptibilities. PhD student with scholarship, active participation in many conferences and publications. + teaching students (Stochastic Processes, Econophysics), + research concerning correlated CTRW models: simulations and modelling empirical data, analytical solutions, + correlations and multifractality in interevent times, + studying models of complex networks and electoral systems susceptibilities.
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XTB online trading
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Poland
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Capital Markets
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500 - 600 Employee
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Data Scientist
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Oct 2018 - Apr 2020
+ data gathering and visualisation (data & features engineering),+ clients behaviour predictions: churn, lifetime, total lifetime value, classification.
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Quantitative Analyst
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Mar 2015 - Sep 2018
+ pricing derivatives and market behavior modelling,+ analysis of trading strategies effectiveness, and retail and institutional flow,+ creating machine learning models for clients classifications.
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Education
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2016 - 2020
University of Warsaw
Doctor of Philosophy (PhD), Physics, Econophysics -
2014 - 2016
University of Warsaw
Master of Science - MS, Physics, Econophysics -
2011 - 2014
University of Warsaw
Bachelor of Science - BS, Physics, Individualized Course
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