Dr. Satish Kolli
Angestellt, Data Scientist, KIT - Karlsruher Institut für Technologie
Karlsruhe, Deutschland
Über mich
Motivated materials informatics engineer with over 6 years of academic and industrial experience in materials science and machine learning. An effective communicator and team member in multicultural, interdisciplinary environments.
Werdegang
Berufserfahrung von 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.
1 Jahr und 11 Monate, Aug. 2020 - Juni 2022
Materials Informatics Engineer
Ferritico AB
• 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.
1 Jahr und 5 Monate, Feb. 2017 - Juni 2018
Research Fellow
Outokumpu Stainless Oy
Ausbildung von Satish Kolli
4 Jahre und 6 Monate, Feb. 2016 - Juli 2020
Materials Science
University of Oulu, Finland
Sprachen
Englisch
Fließend