| personal information | |
|---|---|
| Surname/ Fist name | Eric Stemmler |
| email/ skype | stemmler.eric@gmail.com |
| professional experience | |
| since 09/2021 |
Senior Data Analyst/ CIM - Integrated Expert
Municipality of Tirana Directorate of Road Traffic and Transportation Tirana, Albania |
| 01/2020 - 09/2021 | freelance consultant |
| statistics | consultancy for statistical analysis for graduate & PhD students |
| IT | Consultant for GIZ project in Mongolia “securing the legal framework for sustainable economic development” |
| 11/2018 - 12/2019 |
Big Data Analytics Specialist/ CIM - Integrated Expert
Bhubaneswar Smart City Ltd. Technology Department Bhubaneswar, India |
| 11/2013 - 10/2018 |
Researcher
German Aerospace Center (DLR e.V.) Institute of Traffic Systems |
| education | |
| 10/2015 - 12/2019 |
Human Factors, M.Sc.
Technical University of Berlin |
| Thesis | Development and evaluation of an information leaf let for family members of intensive care unit patients |
| 10/2007 - 03/2015 |
Computational Science, M.Sc.
Technical University of Chemnitz |
| Thesis | Polarization behaviour of metallic nano-particles and nano-holes |
| 08/2010 - 12/2016 |
Semester abroad
University of Oklahoma |
| skills | |
| programming | R, C++, Common Lisp, MatLab, SQL, Latex, Fortran |
| R | data.table, tidyverse, Rcpp, shiny, RMarkdown, bookdown |
| software | Microsoft Office, RStudio, Vim, Git, PostgreSQL, MySQL |
| methods | uni- multivariate frequentist inference, regression (general/ generalized linear models), principle component analysis/ factoranalysis, clusteranalysis, assiciation analysis, support vector machines, neural networks, kernel density estimation, spectral analysis, Bayessian data analysis, data imputation |
| operating systems | (debian-based) linux, windows |
| publications | |
| conference | Eric Stemmler. Integrating GTFS Transit Data with Spatial Analysis in R. In FOSS4G, Prizren, 2023 |
| conference | Eric Stemmler, Jordanka Kovaceva, and Mandy Dotzauer. A probabilistic framework for identifying safety critical events in naturalistic driving time series data. In 6th International Naturalistics Driving Research Symposium, the Haag, 2017 |
| conference | Daryl Hibberd, Jordanka Kovaceva, Marta Pereira, Mandy Dotzauer, Fabian Utesch, Meng Zhang, Eric Stemmler, Laurette Guyvonarch, Fridulv Sagberg, and Fabio Forcolin. Driver distraction and inattention. In 6th International Naturalistics Driving Research Symposium, the Haag, 2017 |
| conference | Mandy Dotzauer, Eric Stemmler, Fabian Utesch, and Caroline Schießl. Ever- yday driving: Speeding behaviour. In 6th International Naturalistics Driving Research Symposium, the Haag, 2017 |
| conference | Mandy Dotzauer, Eric Stemmler, Fabian Utesch, Jordanka Kovaceva, Laurette Guyvonarch, Hélène Tattegrain, Meng Zhang, and Oliver Carsten. Risk fac- tors, crash causation and everyday driving. In 6th International Naturalistics Driving Research Symposium, the Haag, 2017 |
| article | Katharina Preuk, Eric Stemmler, Caroline Schießl, and Meike Jipp. Does assisted driving behavior lead to safety-critical encounters with unequipped vehicles’ drivers? Accident Analysis & Prevention, 95:149–156, 2016 |
| article | Katharina Preuk, Eric Stemmler, and Meike Jipp. Does surrounding traffic benefit from an assisted driver with traffic light assistance system? Trans- portation research part F: traffic psychology and behaviour, 43:302–314, 2016 |
| conference | Katharina Preuk, Eric Stemmler, and Mandy Dotzauer. Neue intelligente verkehrs-und assistenzsysteme–wie wirken sie auf nicht-ausgestattete fahrer. In UR: BAN Konferenz, München, 2016 |
| conference | Katharina Preuk and Eric Stemmler. Interdisziplinäre bewertung der auswir- kung eines fahrers mit ampelassistenz auf nicht-ausgestattete fahrer. In 8. VDI-Tagung: Fahrer im 21. Jahrhundert, 2015 |
| poster | Eric Stemmler, Katharina Oeltze, and Caroline Schießl. Is driving assisted behaviour infectious?: Using spectral analysis to understand car following be- haviour of naı̈ve drivers. IFAC-PapersOnLine, 48(1):673–674, 2015 |