Engineering Data Scientist

• Sep 2020 - Present

Postdoctoral Fellowship

• Apr 2020 - Sep 2020

-Implementing a single cell dielectrophoretic optical cytometer as a tool for bioprocess optimization- Developing numerical algorithms for data analysis using Python and MATLAB- Performing lab experiments for cell viability determination, and monitoring the change in dielectric properties of CHO cells for bioprocess optimization-Finite element modelling and characterizing dielectrophoretic behaviour of cells using COMSOL Multiphysics and MATLAB

Research Assistant

• Feb 2020 - Mar 2020

Doctor of Philosophy (PhD), Electrical Engineering

• Sep 2014 - Jan 2020

Single-cell monitoring using dielectrophoresis cytometry and quantitative modelling of ion concentration, membrane potential and cell volume -Investigating the mechanisms of dielectric changes in cells as their physiological states changes - Using well-known compounds that inhibit specific physical pathways in cells and studying their dielectric properties -Accurate quantitative modelling of ion transport across the cell membraneSupervisor: Prof. Douglas ThomsonCollaborating with professors and Ph.D. students in the field of microbiology and chemistryExperienced in designing and performing cell-based assays Experienced in culturing mammalian cellsTeacher Assistant: Introduction to electrical and computer engineering

Researcher

• Jan 2019 - Jun 2019

Invited Lecturer

• Sep 2013 - Aug 2014

Signal and System AnalysisElectric Circuit LabAntenna Theory

Research Assistant

• Sep 2010 - Feb 2013

Reasearch assistant: System Combination Approach to Improve the HMM-based Automatic Speech Recognition Process.- In-depth knowledge of machine learning algorithms including neural networks, KNN, SVM and Linear Regression,- Experienced in using machine learning algorithms such as KNN in the classification of high-dimensional data,- Experienced in using machine learning algorithms such as Neural Network for voice recognition,- Experienced in the application of signal processing for noise filtering from the electrocardiogram using Wiener Filtration and Empirical mode decomposition.

Intern

• Jun 2009 - Sep 2009