Research Engineer
2 weeks ago
The research project involves the development of digital twins for emergency medical ventilators. The research engineer is expected to contribute in the following aspects:
a) Develop digital twin models for ventilators using machine learning and AI modelling techniques,
b) Run simulations to obtain ventilator's performance in varying conditions,
c) Draw insights through data modelling & analysis to improve ventilator's performance (e.g. safety, reliability),
Apply machine learning and optimization techniques on real-time usage and performance data to optimize ventilator's performance.
Qualifications. Degree, or Master's degree in a relevant discipline, e.g. electrical / electronic engineering, computer engineering, computer science, etc.
. Knowledge in machine learning, deep learning, optimization, control systems, IoT/sensor systems, data analytics or closely related field
. Familiar with deep learning libraries (Keras, Tensorflow, PyTorch)
. Excellent analytical and computational skills
. Software programming in Python, C++ and knowledge of Cloud Computing
. Understanding of software engineering principles
. The candidate must have the ability to work independently as well as part of a team with strong initiatives and have the curiosity to explore the unknown.
. Open to Fixed Term Contract
Department : Electrical and Computer Engineering
Employee Referral Eligible: No
Job requisition ID : 24621
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