Saadha Marium Salim
Final Year Undergraduate
BSc Computer Science & Engineering
"ScalableXplain - Explainable AI Methods for Distributed Machine Learning Systems"
About
I am a final-year undergraduate in the Department of Computer Science and Engineering at the University of Moratuwa with a strong passion for data science and machine learning. I am dedicated to honing the tools and techniques that foster innovation in these areas.
Projects
Distributed Machine Learning Systems, particularly using Apache Spark, provide limited options for explainable Artificial Intelligence. Current XAI methods in Distributed Systems do not fully cater to all machine learning approaches, notably lacking in clustering. The frameworks in distributed systems are missing implementations for well developed XAI algorithms that are available for single node systems.
Research Areas
Machine Learning • NLP • Data Science