Siemens LLC, Engineering Center for Data Processing and Analysis
R&D in the mobility division at Siemens with focus on rail industry data.
- Cleaning and exploring data;
- Development of machine learning algorithms, using a wide range of methods (Convolutional Neural Nets, Recurrent Neural Nets, SVMs, OneClass SVMs, Random Forests, Boosted Decision Trees, etc);
- Statistical Data Visualization and Analysis
- Present findings to both internal and external clients, including board members.