AI/ML Engineer

2 days ago

Malaysia CompAsia Full time 90,000 - 120,000 per year


Be Our AI & Machine Learning Engineer

As an AI & Machine Learning Engineer, 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.

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