New Taipei City, New Taipei City, Taiwan
Hi, I'm Clement👋 Currently a Software Engineer at Google. With 5+ years of Python expertise, I specialize in computer vision/deep learning services and deployment using Docker & K8s. A self-taught dev from a non-CS background, passionate about data-driven solutions and project management. Let's connect! 🚀
Violinist with: 🎵 National Taiwan Symphony Orchestra 🎵 Taipei Philharmonic Symphony Orchestra 🎵 Taipei Philharmonic Youth Orchestra
🚀 Promoted following additional project contributions and responsibilities.
🔸Built a real-time AI safety monitoring platform for streaming video analysis, improving incident detection and reducing manual monitoring costs. 🔸Designed and implemented scalable microservices and event-driven architectures to support AI model deployment and system integration, ensuring flexibility and high availability. 🔸Optimized computer vision algorithms (object detection, segmentation, tracking, pose estimation), making processing faster and boosting model precision. 🔸Deployed AI models using MLOps and CI/CD pipelines with Kubernetes and Nvidia Triton, improving GPU utilization and streamlining deployments. 🔸Handled large-scale engineering tasks including version control, vulnerability fixes, and code encryption.
🔹Led the development of an AI inference service on GCP for the National Palace Museum, supporting 500+ concurrent users, from concept to deployment. 🔹Containerized API services with FastAPI/Flask, enhancing scalability and simplifying deployment pipelines. 🔹Applied multi-task/label learning and model quantization techniques to improve model inference speed by 80% while main taining accuracy, optimizing resource usage. 🔹Managed project lifecycle and technical execution, designing intuitive UI/UX with Figma and coordinating cross-functional teams via ClickUp to streamline delivery from concept to launch.
Project Manager with AI and Python development experience, responsible for leading software projects and helping the company establish its AI initiatives from scratch.