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Senior Software Engineer, AI & Risk Platform | AirwallexThis role combined high-scale backend engineering with the practical application of Generative AI to revolutionize fintech risk operations. The position focused on transitioning traditional compliance frameworks into AI-augmented systems while maintaining the rigorous availability standards of a global payments platform. Core Responsibilities & Technical ImpactAI Agentic Architecture: Led the design and implementation of production-grade LLM Multi-Agent systems to automate complex, structured risk investigations. Operational Efficiency: Delivered GenAI-powered tools, including automated watchlist analysis and risk assistants, to synthesize fragmented compliance data into actionable narratives. Machine Learning Integration: Directed the end-to-end integration of ML models into real-time risk engines, achieving a 20% reduction in false-positive alerts. High-Throughput Engineering: Re-architected critical services to handle 10x throughput increases (scaling to 2,000 QPS) while maintaining sub-50ms P99 latency. System Reliability & Optimization: Maintained 99.99% uptime for core transaction monitoring services and led major migrations that eliminated vendor dependencies, saving $900,000 annually. AI Culture & Tooling: Pioneered internal LLM-driven developer tools and authored technical documentation on scaling risk engineering through Generative AI.