Our mission is to enable next-generation AI capabilities through tightly integrated hardware and software innovation across imaging and vision systems. We believe meaningful advances in Edge AI require optimization across the entire technology stack, from machine learning algorithms and deployment toolchains to processor architecture and silicon implementation.
AI Incubation & 0-to-1 Architecture: Lead the charter, design, and prototyping of cutting-edge Agentic AI workflows, Human-in-the-Loop (HITL) platforms (e.g., Gemini-powered automated reporting), and autonomous decision engines from concept validation to scalable enterprise deployment.
Build global logistic and warehousing network, improve operations efficiency and reduce operational cost with data analysis, machine learning and operation research methods.
Improve the basic search quality and user experience: Optimize query analysis and text relevance matching. Understand e-commerce video content and implement multi-modal matching. Improve users' perception of product authority, and deeply participate in the design and implementation of core search products. Comprehensively improve the end-to-end shopping experience from browsing to after-sales.
Own and drive the computer vision codebase. Take full technical ownership of the pipeline, its architecture, its quality and its direction, with the freedom to make the critical calls.
Collaborate with cross-functional teams to design, develop, and implement AI features, focusing on areas like natural language processing, data analysis, and predictive modeling.
Collaborate with cross-functional teams to design, develop, and implement AI features, focusing on areas like natural language processing, data analysis, and predictive modeling.
Build agentic solutions (software development): Design and build full-stack systems and AI agents, writing production-grade code that takes solutions from first prototype through to stable production.
Grounded in a talent-centric mindset, Maker Lab is a marketing agency designed to build decentralised technology-led agency teams, rooted in collaboration with clients from the ground up. Maker Lab’s cross-functional teams of multidisciplinary specialists are embedded into client teams across digital marketing competencies — from measurement & analytics to content production.
In response to the expansion into new emerging areas in recent years, the ASTM Critical and Emerging Technologies (CET) Division is exploring the convergence of Additive Manufacturing and other emerging technologies such as Robotics, automation and autonomous system, Artificial intelligence and Machine learning (AI &ML) targeting towards applications in Advanced Manufacturing.
Solution Delivery: Work with internal customers to understand business problems, shape feasible AI solution options, validate value through prototypes, and deliver solutions into productive use.