Senior Principal Software Engineer
CurrentDeveloping complex analytics and making it work in production systems.
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@mediaocean.com
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Stefan Umbreit is listed as Senior Principal Software Engineer at Mediaocean, a with 930 employees, based in Wilmette, Illinois, United States. AeroLeads shows a work email signal at mediaocean.com and a matched LinkedIn profile for Stefan Umbreit.
Stefan Umbreit previously worked as Postdoctoral Associate at Northwestern University and Research Associate at Max-Planck Institute For Astronomy Heidelberg. Stefan Umbreit holds Phd, Astrophysics, Star-Formation, Brown Dwarfs, "Magna Cum Laude" (Very Good) from Max-Planck Institute For Astronomy Heidelberg.
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Highly motivated and experienced technical professional with strong communication and project management skills. Strong background implementing, maintaining, and improving large scale Association Data Mining pipelines, processing Facebook and Twitter data for a variety of social and TV ad targeting contexts. Extensive experience in algorithmic design for real world problems, including optimization for TV ad planning (set cover problem). More than 20 years experience in Python, ranging from data analysis, RESTful applications, and database handling and optimization. Possess the self-motivation and intellect necessary to excel in fast-paced, challenging environments.
Listed skills include Java, Fortran77/90, C, Python, and 43 others.
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Chicago, Illinois, United States
Developing complex analytics and making it work in production systems.
Evanston, Il
Accepted opportunity with this private research university to aid in the development of methods, conduct large-scale parameter studies and instruct graduate and undergraduate students in physics and computer science. Carried out scientific research in the field of stellar dynamical Monte Carlo simulations and specifically in the area of dynamical evolution of dense stellar systems containing black holes. Participated in all the stages of the implementation of the resulting methods from prototyping in high-level languages to the development in a high performance computing environment. Led small development teams and utilized pair-programming. Published results in major professional journals and presented at major conferences.- Extended the Cluster Monte Carlo (CMC) code written in C and Fortran to improve performance and increase code speed by a factor of two using OpenMP- Designed the overall structure and methodology of the CUDA part of the CMC code and assisted undergraduate and graduate students with implementation and debugging systems as needed.- Playing key role in the MPI parallelization project, an interdisciplinary effort to make the multi-physics, multi-scale code CMC scalable to more than 1000 processors in order to calculate orders of magnitude larger stellar systems than are currently researched.- Proposed and designed two projects, Intermediate-Mass Black Holes and Formation of Black Hole X-ray Binaries in Globular Clusters, each including an extensive parameter study, necessary extensions to the CMC code, as well as data analysis in Python/Cython using NumPy.- Authored grant requests and earned The Hubble Space Telescope Theory Grant and the Chandra X-ray Telescope Theory Grant totaling $170,000.
Heidelberg, Germany
Utilized a wide variety of methodologies and techniques, statistical analysis, quantitative and qualitative methods to conduct theoretical research to advance the field of star and planet formation for a renowned research institution. Conducted studies using computer simulations for results presentations at major conferences and publications in major professional journals.- Authored code to solve a diffusion type partial differential equation describing the evolution of a viscous accretion disk which included detailed calculations of the temperature structure. Analyzed resulting data sets in Python using Numpy, PyTables, and HDF5.- Created scripts for conference websites to streamline registration information and update participant lists; efforts effectively reduced administrative overhead.
Frankfurt/Main, Germany
Selected to participate in a highly competitive internship with a leading manufacturer and provider of business process reengineering and document management systems. Primary activity entailed development of a web interface for customer data acquisition.- Single-handedly created a fully functional servlet and object-oriented database as well as designed the tables for the relational database.- Streamlined processes to send out evaluation materials through the design of software that facilitated the addition and removal of input fields without changing code base.
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Mrunmayee Ladkhedkar
Colleague at MediaoceanPune, Maharashtra, India
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Samantha Booty
Colleague at MediaoceanSydney, New South Wales, Australia
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Jacob Jahraus
Colleague at MediaoceanChicago, Illinois, United States
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Gayatri Sharma
Colleague at MediaoceanPune, Maharashtra, India
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Jordy Pantoja
Colleague at MediaoceanGreater Orlando, United States
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Amy Jockoo
Colleague at MediaoceanLondon Area, United Kingdom
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Jo Coughlan
Colleague at MediaoceanIreland
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Neelesh Panthi
Colleague at MediaoceanIndia
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Sheron Anna Serussi
Colleague at MediaoceanNetanya, Center District, Israel
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Deborah Alhanati
Colleague at MediaoceanMillburn, New Jersey, United States
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Activities and Societies: Teaching Assistant for Computational Physics, Public Outreach: article in “Spektrum der Wissenschaft”.
Activities and Societies: Erasmus Exchange Program at Dublin City University
Quick answers generated from the profile data available on this page.
Stefan Umbreit works for Mediaocean.
Stefan Umbreit is listed as Senior Principal Software Engineer at Mediaocean.
AeroLeads has found 1 work email signal at @mediaocean.com for Stefan Umbreit at Mediaocean.
Stefan Umbreit is based in Wilmette, Illinois, United States while working with Mediaocean.
Stefan Umbreit has worked for Mediaocean, Northwestern University, Max-Planck Institute For Astronomy Heidelberg, and Corena Deutschland Gmbh.
Stefan Umbreit's colleagues at Mediaocean include Mrunmayee Ladkhedkar, Samantha Booty, Jacob Jahraus, Gayatri Sharma, and Jordy Pantoja.
You can use AeroLeads to view verified contact signals for Stefan Umbreit at Mediaocean, including work email, phone, and LinkedIn data when available.
Stefan Umbreit holds Phd, Astrophysics, Star-Formation, Brown Dwarfs, "Magna Cum Laude" (Very Good) from Max-Planck Institute For Astronomy Heidelberg.
Stefan Umbreit is listed with skills including Java, Fortran77/90, C, Python, Cuda, Cython/Pyrex, C++, and Matlab.
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