Establish architectural best practices for AI model deployment, evaluation, versioning, monitoring, retraining, performance optimisation and retirement. Drive the adoption of enterprise AI patterns, including RAG, agentic AI, workflow orchestration and API integrations.
Stakeholder Engagement: Act as a primary liaison between the IT department, Partners, and various practice groups to translate business needs into technical AI solutions.
Product instinct developed through 2+ years of product thinking(formal PM title not required). Demonstrated ability to define metrics, design systematic data collection, and translate user signals into prioritised decisions.
Conduct incident response and traceability analysis for traffic security incidents in the e-commerce field, sort out attack paths and defense vulnerabilities, and output standardized incident analysis reports and optimization suggestions.