Amanda Ng

Amanda Ng Email and Phone Number

PhD focused on cell morphology analysis | Data visualization analysis and communications nerd
Amanda Ng's Location
Singapore, Singapore
About Amanda Ng

Amanda Ng is a PhD focused on cell morphology analysis | Data visualization analysis and communications nerd. She is proficient in Mandarin.

Amanda Ng's Current Company Details

PhD focused on cell morphology analysis | Data visualization analysis and communications nerd
Amanda Ng Work Experience Details
  • Cemm
    Pre-Doctoral Fellow (Georg Winter Lab)
    Cemm Sep 2019 - Dec 2023
    Vienna
    • 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.
  • Temasek Life Sciences Laboratory
    Honours Year Project (Fumio Motegi Lab)
    Temasek Life Sciences Laboratory Aug 2018 - Jul 2019
    Singapore
    • 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
  • Faculty Of Medicine & Dentistry, University Of Alberta
    Undergraduate Research Assistant (Holger Wille Lab)
    Faculty Of Medicine & Dentistry, University Of Alberta May 2017 - Jul 2017
    Edmonton, Alberta, Canada
    • Synthesised non-infectious prion mimics of deer chronic wasting disease (CWD) prions for use in raising antibodies against CWD prions
  • A*Star - Agency For Science, Technology And Research
    Youth Research Programme (Yugen Zhang Lab)
    A*Star - Agency For Science, Technology And Research Mar 2015 - Jul 2015
    Singapore
    • Synthesised boronic esters, carbamates and oxa-aza-borolans for the development of a novel peptide synthesis method
  • National Cancer Centre Singapore
    Science Research Programme (Examined As H3 Subject In Gce 'A' Levels; Balram Chowbay Lab)
    National Cancer Centre Singapore Jun 2013 - Jan 2014
    Singapore
    • Assisted in sequencing patient samples and categorising heterozygosity status of EGFR SNP

Amanda Ng Education Details

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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