Amanda Ng is a PhD focused on cell morphology analysis | Data visualization analysis and communications nerd. She is proficient in Mandarin.
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Pre-Doctoral Fellow (Georg Winter Lab)Cemm Sep 2019 - Dec 2023Vienna• Led the development of the method “isogenic Cell Painting Assay” for discovering a class of drugs called molecular glues that enables the discovery of molecular glues targeting a wider range of proteins than previously reported methods.• Built a HPC-compatible data pipeline using cellpose (pre-trained computer vision segmentation algorithm), Python and Julia data science libraries and CellProfiler (Python-based image analysis software) for image segmentation and feature extraction from high-content imaging screens.• Developed a feature selection and analysis approach for comparing cell morphology across different cell lines employing various statistical tests (e.g. Kendall’s tau-b correlation coefficient, Pearson’s correlation).• Carried out network analysis to investigate the underlying bioactivities of hit compounds from the isogenic Cell Painting Assay, resulting in the discovery of a novel molecular glue. -
Honours Year Project (Fumio Motegi Lab)Temasek Life Sciences Laboratory Aug 2018 - Jul 2019Singapore• Carried out an RNAi screen in Caenorhabditis elegans, which identified a suppressor of PAR-1 involved in early organism development• Observed the effect of the supressor using spinning disc confocal microscopy• Analysed images in ImageJ using a customised macro and Python script -
Undergraduate Research Assistant (Holger Wille Lab)Faculty Of Medicine & Dentistry, University Of Alberta May 2017 - Jul 2017Edmonton, Alberta, Canada• Synthesised non-infectious prion mimics of deer chronic wasting disease (CWD) prions for use in raising antibodies against CWD prions -
Youth Research Programme (Yugen Zhang Lab)A*Star - Agency For Science, Technology And Research Mar 2015 - Jul 2015Singapore• Synthesised boronic esters, carbamates and oxa-aza-borolans for the development of a novel peptide synthesis method -
Science Research Programme (Examined As H3 Subject In Gce 'A' Levels; Balram Chowbay Lab)National Cancer Centre Singapore Jun 2013 - Jan 2014Singapore• Assisted in sequencing patient samples and categorising heterozygosity status of EGFR SNP
Amanda Ng Education Details
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Malignant Diseases -
Science -
Catholic Junior CollegeScience
Frequently Asked Questions about Amanda Ng
What is Amanda Ng's role at the current company?
Amanda Ng's current role is PhD focused on cell morphology analysis | Data visualization analysis and communications nerd.
What schools did Amanda Ng attend?
Amanda Ng attended Medical University Of Vienna, National University Of Singapore, Catholic Junior College.
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