DavCat

AI Product Manager (Video Analytics & Intelligent Monitoring)

Alibaba Group Holding • Vollzeit

Jan 2024 - Present • 2 yrs 6 mos

Led the end-to-end product lifecycle of an enterprise-level AI Video Intelligent Analytics Platform, from initial 0-to-1 market research and PRD drafting to final system deployment. Focused heavily on Industrial Computer Vision, real-time safety hazard detection, and advanced high-ratio video compression algorithms. Key Contributions & Achievements: • AI Platform Architecture & Security: Successfully built the framework for the company’s AI Video Analytics Platform. Specialized in designing end-to-end solutions for industrial vision AI, enabling real-time hazard identification, behavior monitoring, and instant safety pre-warning systems for high-risk environments. • Technical Pre-Sales & Market Validation: Spearheaded technical demonstrations and requirement analysis for 10+ major enterprise clients (including municipal emergency bureaus and heavy industrial sites). Successfully validated a 4x to 10x real-time video compression ratio under AI optimization, streamlining smart monitoring feeds over low-bandwidth networks. • Industry Solutions & Enablement: Authored competitive analysis reports on AI video processing. Independently compiled comprehensive solution blueprints, training modules, and specification books tailored for industrial monitoring, smart infrastructure, and government safety surveillance sectors. • Cross-Functional Execution: Collaborated closely with multi-disciplinary AI research and engineering teams to monitor product schedules, manage development costs, and ensure strict alignment between intelligent edge-analytics algorithms and client specifications.