Căiman Dadiana-Valeria graduated from Politehnica University Timisoara (PUT), Faculty of Automation and Computers (1997) and received a PhD degree in Systems Engineering (2022). She worked as a teaching assistant  (2001–2016), then as engineer (2016–2023) and lecturer (2023–present) at Politehnica University Timisoara. Her research topics mainly include: evolutionary algorithms, non-linear regression, household consumer—signature identification and load monitoring, circuit condition monitoring, and power converters.