COMPANY DESCRIPTION
Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together building a strong collegiality and morale within the university.
Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.
RESPONSIBILITIES
The candidate will be responsible for conducting research on analyzing swimming videos and processing smart watch data from children. Successful candidate will be part of an active research team led by Prof Rajesh Krishna BALAN from School of Computing and Information Systems, Singapore Management University.
Candidate's core responsibilities are:
- Analyze video data collected from drones of singapore swimming athletes
- Extract the body movements and speed from these videos
- Produce a real-time analysis that can be viewed by coaches pool-side
- Process the sensor data collected from smart watches worn by children with autism
- Extract features that are predictive of meltdown incidents
- Create models that can predict meltdowns
- Minimum PhD degree in Computer Science, Information Technology, Information Systems or closely related disciplines from a reputable institution of higher learning
- Minimum 5 years of relevant research experience in processing sensor data, machine learning, video analytics
- Proficiency in programming software/languages such as python, cuda, and java will be required
- Demonstrated experience and know-how on sensor processing, video analytics, and machine learning
- Experience with at least one programming software/languages, such as python, cuda and java is preferred
- Excellent working knowledge of machine learning, sensor analysis, and video analytics
- Good analytical, technical and problem solving skills
- Applicants with research publications in mobile systems areas will be advantageous
- Self-motivated individual who can work independently and also collaboratively with team members
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Please note that your application will be sent to and reviewed by the direct employer - Singapore Management University
