Contact Info
Office
JCL 312

I am a computer scientist working as a postdoctoral scholar at Globus Labs led by Prof. Ian Foster in the Department of Computer Science at the University of Chicago since November 2022. I am also the founder and elected chair of the SPEC RG Predictive Data Analytics Working Group.

In a nutshell, my research vision is to provide intuitive, efficient, and sustainable data science solutions across all disciplines and domains. Therefore, I focus on fusing Software Engineering, Performance Engineering, and Data Science. More precisely, my research vision encompasses the following three main pillars:

* Improvement of data science methods as well as their infrastructure (i.e., improve performance).
* Development of an automated framework to streamline the data science task (i.e., improve usability).
* Raise awareness and support for sustainable data science (i.e., improve energy efficiency).

Research

AI & Machine Learning

Foundations and applications of computer algorithms making data-centric models, predictions, and decisions

Data & Databases

Systems and algorithms for managing and analyzing data at scale

Scientific & High Performance Computing

Scientific discovery at the frontiers of computational performance, intelligence, and scale

Systems, Architecture & Networking

Design and analysis of computing systems: cloud, edge, Internet, quantum, and beyond
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