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?

Bachelor's / Master's / Ph.D. degree in Computer Science, Machine Learning, Data Science, or a related field. Proven experience in developing and enhancing object detection models / defect detection models, with a focus on achieving higher accuracy. Strong programming skills in languages such as Python and proficient in machine learning frameworks (e.g., TensorFlow, PyTorch, Keras - CNN). Exposure to GenAI development will be advantageous. Solid understanding of computer vision concepts, image processing, and feature extraction techniques. Experience with data preprocessing, annotation, and augmentation for object detection tasks. Excellent problem-solving skills and the ability to work independently and collaboratively in a dynamic team environment. Strong communication skills with the ability to convey complex technical concepts to both technical and non-technical stakeholders. About 3-4 years of relevant working experience

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