Centre for AI Research (CAIR) at KLE Tech aims to develop a research community and ecosystem to build intelligent solutions in the domain of Edge AI, HPC, and Healthcare Applications.
The research group working in CAIR is comprised of senior researchers, PhD scholars, post graduate students and undergraduate students. The research focus of the group is optimization of AI/ML algorithms for embedded/edge platforms, algorithms for HPC environments, AI based healthcare data analytics and applications. The research efforts of the group are towards addressing real-world challenges to provide solutions through collaborations with industries and healthcare institutions.
To support the research endeavours, the centre provides cutting-edge infrastructure and high-end computational resources, including GPUs, cloud infrastructure and DGX. These state-of-the-art resources empower the researchers to push the boundaries of AI, accelerate algorithm development, and facilitate the researchers to contribute and be in the forefront of AI advancements. The objectives of this centre are :
- To develop multi-objective optimized algorithms/models with a focus on system / architectural aspects of edge AI computing for vision-based applications.
- To develop algorithms and software tools specifically designed for high-performance computing environments involving multi-core processors, accelerators (e.g., GPUs or FPGAs), and specialized HPC systems.
- To develop AI-based algorithms and systems for acquiring, integrating, and analysing medical-based information to extract knowledge for healthcare applications and research.