Usage Governance Advisor: From Intent to AI Governance
- 2025
- AAAI 2025
I joined IBM in 2012 and am currently a Senior Research Scientist and the manager of the AI for Data Integration group, where I am involved in using AI and generative AI techniques to build composable data management systems. Previously, I have worked on automated visual inspection, with a focus on anomaly detection, as well as on predictive analytics for ITOps. My interests mainly revolve around foundation models, unsupervized learning, as well as optimization and cost models.
I graduated with a Ph.D. in Computer Science from the Swiss Federal Institute of Technology (ETHZ) in September 2012. Prior to that, in 2008 I got my Eng. degree in Computer Science from the Technical University of Cluj-Napoca, Romania.
Towards a composable, hybrid cloud data platform
Using AI to build computer vision models within minutes, through quick intuitive prompts, and with just a few images
Increasing speed and quality of enterprise visual inspection, leveraging AI and domain-specific Large Vision Models