Data Scientist
Prehľad
Krátke zhrnutie
Skúsený dátový vedec so skúsenosťami v oblasti analýzy údajov a štatistického modelovania. Skúsený vo využívaní algoritmov strojového učenia na prediktívne modelovanie a vizualizáciu údajov. Ovláda Python, SQL a nástroje ako Power BI a IBM Rational Doors. Dobré výsledky v spolupráci s multifunkčnými tímami a pri poskytovaní inovatívnych riešení. Nadšenie pre uplatňovanie odborných znalostí v oblasti analýzy údajov a strojového učenia na riešenie zložitých problémov.
Pracovné skúsenosti
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.
