Name:Md Abu Ahammed Babu

Bio:

Md Abu Ahammed Babu is a doctoral researcher in Software Engineering and Computer Science, affiliated with Chalmers University of Technology and University of Gothenburg. His research focuses on data quality and reliability in machine learning systems, particularly within automotive perception and computer vision applications. His work addresses critical challenges such as data leakage, dataset splitting strategies, and their impact on the performance and trustworthiness of AI-based perception systems. He has contributed to several peer-reviewed publications in international conferences, including the development of methods for detecting data leakage in automotive datasets.

Country:Sweden

Affiliation:Volvo Cars AB

Research interests:Machine Learning, Computer Vision, Artificial Intelligence, Automotive Perception Systems