Inuka Asel Ampavila
Final Year Undergraduate
BSc Computer Science & Engineering
"ScalableXplain - Explainable AI Methods for Distributed Machine Learning Systems"
About
I am a final year undergraduate from the University of Moratuwa studying in the Department of Computer Science and Engineering - Data Science and Engineering Stream. Currently I am focusing on research areas of explainable AI (XAI) and distributed machine learning.
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