Engineer, AI / ML

Overview

As an Engineer, AI / Machine Learning, your responsibility will include proposing and developing innovative solutions for our business problems using AI and ML frameworks.

Who Are We?

CompAsia is a digital and technology company that provides end-to-end solutions for certified pre-owned devices focusing on the mobile phone life-cycle value chain. Our focus is on delivering a mobile phone lifecycle experience not limited to Trading, Financing and Insurance.

What Role Will You Play in Shaping CompAsia's Future?

• Design, develop and enhance our object / defect detection models with primary focus on accuracy, precision, and recall.
• Collaborate closely with cross-functional teams, including stakeholders, software engineers, and domain experts to understand project requirements and business objectives.
• Heavily involve in R&D work and fast prototyping of new models.
• Conduct in-depth analysis of model performance, identify areas for improvement, and implement strategies to enhance the overall accuracy of the object detection system.
• Utilize advanced machine learning techniques, such as hyperparameter tuning, transfer learning, and ensemble methods, to optimize and fine-tune existing models.
• Stay abreast of the latest advancements in object detection algorithms and contribute to the adoption of state-of-the-art methodologies to improve model capabilities.
• Design and implement scalable and efficient machine learning pipelines for data preprocessing, model training, and deployment.
• Work on the deployment strategies of the enhanced object detection model, ensuring seamless integration into production environments.
• Collaborate with stakeholders to communicate complex technical concepts and findings in a clear and understandable manner.
• Understand company challenges and how integrating AI capabilities can help lead to solutions.

What Qualifications and Experience Will You Bring to Excel in This Role?

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