AI Solutions Engineer (1-year traineeship programme)
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This project is with Invigilo Technologies, a startup supported by SGInnovate under the PowerX Programme. PowerX is a 12-months traineeship programme designed to enable and create Deep Tech career opportunities for working professionals, combing bespoke training and industry experience.
Invigilo AI is a leader in cutting-edge video analytics technology. Invigilo specialises in developing advanced solutions for various industries, leveraging state-of-the-art machine learning and computer vision techniques. Invigilo's mission is to transform raw video data into actionable insights to help enhance safety in high-risk industrial worksites.
A large part of video analytics involves cameras and video processing which is an entire pipeline on its own. This project revolves around software engineering needed to enhance this pipeline involved. With a robust and well engineered pipeline, Invigilo's safety AI modules will work effectively, ensuring near misses and safety lapses in the industrial sites get picked up immediately for rectification and intervention.
Roles and Responsibilities:
- Develop and Implement Algorithms: Design and implement algorithms for processing and analysing video data. Ensure that these algorithms are efficient, scalable, and robust.
- Pipeline Development: Contribute to the development of new video analytics pipelines, ensuring seamless integration and high performance.
- Benchmarking and Optimisation: Conduct thorough benchmarking of existing video analytics pipelines. Identify performance bottlenecks and optimise the pipeline for improved efficiency and accuracy.
- Collaboration: Work closely with cross-functional teams, including data scientists, software developers, and product managers, to ensure alignment and successful project delivery.
- Documentation and Reporting: Document the development process, algorithms, and benchmarking results. Provide detailed reports and recommendations based on your findings.
