Adriana Hornikova

Data related activities for a automotive industry client. The aimed support in predictive maintenance and building up a system with 9 MS Excel reports supporting the timely involvement of personnel. Programming an orchestrator with support of AI in python, visualization and predictive modeling. Preparation of documentation.

automotive firm VW

I collaborated on enabling and managing access to data stored in MariaDB, MySQL, and PostgreSQL databases. My work included data extraction, transformation, cleaning, and preparation for modeling. Later, the company began utilizing a Grafana database created for selected pilot units (elevators and escalators). I used Python and my responsibilities included data analysis with a strong focus on visualization, segmentation, as well as the development of machine learning models and predictive solutions.

I co-authored four books, including Statistical Methods in Metrological and Testing Laboratories, Design of Experiments, Data Mining Techniques for Datasets, and Quality Assurance – Examples. In addition, I supervised bachelor’s and master’s theses on topics such as innovation, survey methods, statistical analysis of indices and economic indicators, quality control, and the implementation of design of experiments.