Ray

AI Solution Architect
MalePre-sales technical supportLive in MalaysiaNationality
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Work experience

  • AI Solution Architect

    Huawei
    2025.09-Current(8 months)
    Experience Defined and led AI/ML/Generative AI strategies by translating client business goals into technical solutions, ensuring scalability, interoperability, and alignment with best practices. Designed and implemented AI engineering frameworks supported by MLOps and LLMOps practices to streamline deployment, monitoring, and lifecycle management of models. Partnered with stakeholders across business and technical teams to refine use cases, build prototypes, and validate AI solutions that delivered measurable impact. Conducted in-depth market and competitor research to provide strategic insights for product positioning and roadmap development. Collaborated closely with product managers and business leaders to highlight competitive advantages, shape client proposals, and strengthen long-term adoption of AI-driven solutions. Actively evaluated emerging AI/ML technologies, recommending innovative approaches that drove business value and enhanced digital transformation strategies.
  • AI Team Lead

    CMGI Sdn. Bhd.
    2025.01-2025.09(9 months)
    1 year 4 months As an AI Software Developer, I focus on researching, developing, and implementing advanced AI models to transform innovative concepts into commercially viable solutions. My work involves designing and optimizing AI systems, ensuring their seamless integration into real-world applications through robust and scalable implementations. A key part of my role is aligning technical advancements with business strategies to commercialize AI software effectively. By collaborating with cross- functional teams, I address challenges such as usability and scalability to deliver impactful solutions. I have contributed to diverse projects, including enhancing claims systems, developing healthcare applications, building multi-agent systems for decision- making, and creating AI-powered platforms for the F&B sector. These experiences demonstrate my ability to drive AI innovation while delivering tangible business value. This role allows me to combine technical expertise with strategic insight, fostering the growth and adoption of AI-driven solutions across industries.
  • AI Software Developer

    CMGI Sdn. Bhd.
    2024.06-2024.12(7 months)
    Experienced in developing and deploying AI-driven solutions, leveraging expertise in machine learning, computer vision, and natural language processing. Skilled in building scalable models, optimizing server environments, and integrating AI systems into business applications. Proficient in Python, Docker, Node.js and DevOps practices, with a strong focus on delivering innovative and impactful results.

Educational experience

  • Tunku Abdul Rahman University of Management and Technology

    Computer Science
    2021.11-2024.12(3 years)
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