Dr. Satish Kolli

- Research data management: Data management through standardizing metadata and data generation workflows for operando experiments for large scale synchronton facilities at KIT and DESY. - Real time analysis: Real time data analysis and workflow automations for catalysis operando experiments within ROCK-IT project.

- Implemented FAIR principles through Kadi4mat to enhance research data management for POLiS Cluster of Excellence, optimizing data accessibility significantly. - Developed Kadi4mat data infrastructure, streamlining day-to-day research data management and reducing data handling time. - Contributed to improved data workflows by designing and implementing battery- related ontologies.

• Developed data-driven machine learning models for CCT and TTT modules, achiev- ing high accuracy in predicting heat treatment properties in steels. • Executed end-to-end data processes, reducing data processing time through effec- tive data mining, exploratory analysis, and model deployment in AWS.