AI/ML (Artificial Intelligence/Machine Learning) Engineer

CompAsia is a digital & technology company that provides an end to end solution for certified pre-owned devices which focusing on the mobile phone life-cycle value chain. Our focus on delivering mobile phone lifecycle experience not limiting to Trading, Financing, Subscription, Insurance and BuyBack & Trade-In. We design & craft innovative programs for consumers and businesses regionally. We refurbish, recycle, and resell a wide range of pre-owned mobile devices, computers, data storage, and components.

CompAsia have an extensive footprint in the Asia Pacific region. Currently present in 8 countries and expanding namely Malaysia, Singapore, Philippines, Hong Kong, Taiwan, India, Thailand, Vietnam and more to come.

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.

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.