Registered user since Wed 14 Aug 2019
Karthik Vaidhyanathan is an Assistant Professor at the Software Engineering Research Center, IIIT-Hyderabad, India. He obtained his Ph.D. from the Gran Sasso Science Institute, Italy and did his postdoc at the University of L’Aquila, Italy. His main research interests lie in the intersection of software architecture and machine learning with a specific focus on microservices and IoT domains. His research focuses on how machine learning techniques can be leveraged to better architect self-adaptive systems and further how to better define architecting practices for developing Machine Learning-enabled software systems. As a part of his research activities, he serves as a reviewer/organizing committee member in various workshops, conferences, and journals.
Karthik also poses more than 5 years of industrial experience in building and deploying ML products/services and he is working as consultant ML architect at Founding Minds, India.
Contributions
2024
ICSA
- Leveraging Generative AI for Architectural Knowledge Management
- Committee Member in Program Committee within the Research Papers-track
- Local Organizing Chair in Organizing Committee
- Can LLMs Generate Architectural Design Decisions? - An Exploratory Empirical study
- Architecting Digital Twin for Smart City Systems: A Case Study
- Reimagining Self-Adaptation in the Age of Large Language Models
- Exploratory Study of oneM2M-based Interoperability Architectures for IoT: A Smart City Perspective
- Towards Architecting Sustainable MLOps: A Self-Adaptation Approach
- EcoMLS: A Self-Adaptation Approach for Architecting Green ML-Enabled Systems
View general profile