
Marcin Mider
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About me
Statistician/Researcher/Software developer
Education

University of Warwick
2016 - 2019Doctor of Philosophy (Ph.D.) StatisticsOxford-Warwick Statistical Programme (OxWaSP) at the University of Oxford and the University of Warwick. PhD thesis titled: "Extensions of the unbiased inference for Stochastic Differential Equations with applications to Neuroscience, Population Dynamics and Finance"Supervisors: Prof Gareth Roberts, Dr Paul Jenkins, Dr Murray PollockPublications-----> Simulating bridges using confluent diffusions, to be submitted to Bernoulli> Bayesian, semi-parametric… Show more Oxford-Warwick Statistical Programme (OxWaSP) at the University of Oxford and the University of Warwick. PhD thesis titled: "Extensions of the unbiased inference for Stochastic Differential Equations with applications to Neuroscience, Population Dynamics and Finance"Supervisors: Prof Gareth Roberts, Dr Paul Jenkins, Dr Murray PollockPublications-----> Simulating bridges using confluent diffusions, to be submitted to Bernoulli> Bayesian, semi-parametric inference for diffusions, to be submitted> Unbiased parameter inference for diffusion processes from first passage times, to be submitted> Inference for diffusions---asymptotic analysis of the reduction in computational cost due to blocking, in preparation I participated and/or presented in "Simulation Reading Group", "Machine Learning Reading Group", "Algorithms & Computationally Intensive Inference seminars", "Young Researchers' Meetings" and others. Show less

University of Oxford
2015 - 2016St Peter's College, Doctor of Philosophy (Ph.D.) (foundation year) StatisticsOxWaSP---a four year CDT programme run jointly by the University of Warwick and the University of Oxford. The first year of the programme, based in Oxford, comprised of eight structured modules and 2 mini-projects. The 2-week modules ran consecutively and consisted of 2--3 days of lectures, followed by a week of group work (in groups of 2-4)---the aim was to understand and reproduce the results of the cutting-edge research papers. Each module concluded in presentations in front of the… Show more OxWaSP---a four year CDT programme run jointly by the University of Warwick and the University of Oxford. The first year of the programme, based in Oxford, comprised of eight structured modules and 2 mini-projects. The 2-week modules ran consecutively and consisted of 2--3 days of lectures, followed by a week of group work (in groups of 2-4)---the aim was to understand and reproduce the results of the cutting-edge research papers. Each module concluded in presentations in front of the professors and other OxWaSP students. The mini-projects were individual pieces of work that ran for 3 months each and were supervised by professors from Oxford or Warwick---leading experts in their fields.Additionally, I took part in a course on CUDA Programming on NVIDIA GPUs run by Prof Mike Giles, at Oxford. Show less

University of Warwick
2011 - 2015Master’s Degree MMORSE (Mathematics, Operational Research, Statistics, Economics) First---overall average: 100% (pure average: 91.1%)Activities and Societies: Thai Boxing, Taekwondo Each year I finished top of the year.Fourth year modules:------------Markov Processes and Percolation Theory, Fourier Analysis, Stochastic Analysis, Stochastic Methods in Finance, Brownian Motion, Monte Carlo Methods, Dynamic Stochastic Control, Statistics Masters DissertationThird year modules:--------------Measure Theory, Functional Analysis I, Bayesian Statistics and Decision Theory, Probability Theory, Actuarial Methods, Finance & Financial Reporting, Actuarial… Show more Each year I finished top of the year.Fourth year modules:------------Markov Processes and Percolation Theory, Fourier Analysis, Stochastic Analysis, Stochastic Methods in Finance, Brownian Motion, Monte Carlo Methods, Dynamic Stochastic Control, Statistics Masters DissertationThird year modules:--------------Measure Theory, Functional Analysis I, Bayesian Statistics and Decision Theory, Probability Theory, Actuarial Methods, Finance & Financial Reporting, Actuarial Models, Introduction to Mathematical Finance, Applied Statistical Modelling, Multivariate Statistics with Advanced TopicsSecond year modules:--------------Mathematical Economics 1A, Mathematical Economics 1B, Mathematical Programming II, Metric Spaces, Differentiation, Analysis III, Algebra I: Advanced Linear Algebra, Stochastic Processes, Mathematical Methods, Mathematics of Random Events, Mathematical Statistics Part A, Mathematical Statistics Part B, Linear Statistical Modelling Show less
Experience

PwC Polska
Jul 2014 - Aug 2014Intern> Valuating pharmaceutical companies on the polish market> Preparing the report evaluating the care home market in Poland> Expanding the internal database with the financial information of the health care companies registered in Poland

University of Warwick
Sept 2015 - Sept 2019Graduate Research StudentEPSRC & MRC Centre for Doctoral Training in Next Generational Statistical Science, Oxford-Warwick Statistical Programme (OxWaSP) at the University of Oxford and the University of Warwick. It is a four year PhD programme, which aims to provide students with "training not only in cutting-edge research methodologies, but also in the development of business and transferable skills".The first year of the programme, based in Oxford, comprised of eight structured modules and 2 mini-projects. The 2-week modules ran consecutively and consisted of 2--3 days of lectures, followed by a week of group work (in groups of 2-4)---the aim was to understand and reproduce the results of the cutting-edge research papers. Each module concluded in presentations in front of the professors and other OxWaSP students. The mini-projects were individual pieces of work that ran for 3 months each and were supervised by professors from Oxford or Warwick---leading experts in their fields.The latter three years are based at the University of Warwick and comprise of the research on my PhD. Throughout I participated and/or presented in "Simulation Reading Group", "Machine Learning Reading Group", "Algorithms & Computationally Intensive Inference seminars", "Young Researchers' Meetings" and others.I taught seminars at Undergraduate level to Statistics students: > ST333 Applied Stochastic Processes> ST219 Mathematical Statistics Part B> ST208 Mathematical Methods Show less

Københavns Universitet - University of Copenhagen
Feb 2018 - Apr 2018Visiting ResearcherI began collaborations on two research projects---both broadly speaking about the inference for diffusion processes and more specifically on:> Simulation of diffusion bridges, which avoids all discretisation errors and whose computational cost scales linearly with the bridge's time horizon. In collaboration with Prof Michael Sørensen.> Bayesian inference from first passage time observations. In collaboration with Prof Susanne Ditlevsen and Dr Moritz Schauer.The research papers summarising the findings are currently in preparation. Show less

Max Planck Institute for Mathematics in the Sciences
Oct 2019 - Sept 2020Postdoctoral Researcher
Trium Analysis Online GmbH
Oct 2020 - Oct 2022Senior Software Engineer
Licenses & Certifications
- View certificate

Building Resilient Streaming Systems on Google Cloud Platform
CourseraSept 2018 - View certificate

Data Engineering on Google Cloud Platform Specialization
CourseraSept 2018 - View certificate

Google Cloud Platform Big Data and Machine Learning Fundamentals
CourseraAug 2018 - View certificate

Serverless Machine Learning with Tensorflow on Google Cloud Platform
CourseraSept 2018 - View certificate

MCB80.1x: Fundamentals of Neuroscience, Part I
EdXSept 2014 - View certificate

Energy 101
EdXSept 2013 - View certificate

Leveraging Unstructured Data with Cloud Dataproc on Google Cloud Platform
CourseraAug 2018 - View certificate

Ideas of the 20th Century
EdXSept 2013 - View certificate

Serverless Data Analysis with Google BigQuery and Cloud Dataflow
CourseraAug 2018 - View certificate

Introduction to Computer Science and Programming
EdXDec 2012
Honors & Awards
- Awarded to Marcin MiderFinal Year Ronald A. Fisher prize in recognition of the outstanding performance in 2015 summer examinations Statistics Department Examination Board Jul 2015
- Awarded to Marcin MiderFourth Year John W. Tukey Prize in recognition of the outstanding performance in the Masters dissertation Statistics Department Examination Board Jul 2015
- Awarded to Marcin MiderIBM Student Recognition Award Peter Ward, IBM University Relationship Manager Dec 2014
- Awarded to Marcin MiderFaculty of Actuaries Prize in recognition of the outstanding performance in a third year Actuarial Science module Faculty of Actuaries Jul 2014
- Awarded to Marcin MiderThird Year Thomas Bayes Prize in recognition of the outstanding performance in 2014 summer examinations Statistics Department Examination Board Jul 2014
- Awarded to Marcin MiderSecond Year Karl Pearson Prize in recognition of the outstanding performance in 2013 summer examinations Statistics Department Examination Board Jul 2013
- Awarded to Marcin MiderFirst Year Francis Edgeworth Prize in recognition of the outstanding performance in 2012 summer examinations Statistics Department Examination Board Jul 2012
Languages
- enEnglish
- poPolish
- frFrench
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