Data Scientist
Überblick
Kurzer Überblick
Erfahrener Data Scientist mit Erfahrung in Datenanalyse und statistischer Modellierung. Erfahren in der Anwendung von Algorithmen des maschinellen Lernens für die Vorhersagemodellierung und Datenvisualisierung. Beherrschung von Python, SQL und Tools wie Power BI und IBM Rational Doors. Ausgeprägte Erfahrung in der Zusammenarbeit mit funktionsübergreifenden Teams und der Bereitstellung innovativer Lösungen. Leidenschaft für die Anwendung von Fachwissen in den Bereichen Datenanalyse und maschinelles Lernen zur Lösung komplexer Probleme.
Berufliche Erfahrung
Data Scientist Utilized machine learning algorithms to analyze vehicle performance data and increase accuracy. Developed predictive modeling for component failure analysis. Collaborated with cross-functional teams to develop a dashboard for real-time monitoring of vehicle health. Performed exploratory data analysis to identify trends and patterns in the data.
Software Engineer Worked closely with customers and stakeholders to collect data for Rear Cross Traffic Alert and Rear Cross Traffic Brake. Conducted data preprocessing and developed predictive models using machine learning algorithms. Evaluated model performance using metrics like accuracy, precision, and recall.
System Engineer Analyzed and wrote requirements, gathered requirements from customers, and supported architecture activities. Handled work packages and worked on Fault Management and Safety Monitoring feature of Advanced Driver Assistance Systems.
System Engineer Created new modules, managed requirements, and worked on Impact Analysis of Indication Management. Conducted delta analysis of change packages from customers and worked on Instrument Panel Cluster and Telematics.