Amanda Ching Lih Ng is a seasoned data scientist with extensive experience in various roles across several esteemed organizations. Since June 2017, Amanda has been contributing to Kentivo as a Data Scientist. Previous positions include serving as a NIF Facility Fellow at The University of Melbourne from June 2014 to December 2016, and as a Computational Biomedical Imaging Scientist at Monash Biomedical Imaging from March 2012 to May 2014. Earlier in their career, Amanda worked as a Database Developer/Data Analyst at FreshMinds in 2007-2008 and started as a Student Data Officer at Monash University from January 2003 to January 2007. Amanda holds a Doctor of Philosophy (PhD) in Engineering from the University of Melbourne (2008-2013) and a Bachelor of Computer Science and Engineering from Monash University (1998-2001).