Develop digital twin models for ventilators using machine learning and AI modeling techniques
Run simulations to obtain the ventilator’s performance in varying conditions
Draw insights through data modeling & analysis to improve the ventilator’s performance (e.g. safety, reliability)
Requirements & Skills:
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.
