Summary
Guan Tan is a pragmatic software engineer based in Singapore with nine years of experience building production-grade systems across cybersecurity, government platforms, e‑commerce, and research. He blends backend and ML expertise—having designed high‑precision unsupervised detection models, high‑throughput log pipelines with Kafka and Kubernetes, and graph deep‑learning solutions for malware detection—while also delivering web and frontend work in Node.js/TypeScript and React. Guan has shipped solutions for GovTech’s COVID operations, enterprise EDR products, and fleet analytics for defense clients, showing a consistent focus on observability, scalability, and security. He moves comfortably between languages and stacks (Java, Go, Python, Kotlin, C#) and has experience authoring IDE/code analysis tooling and low‑latency trading crawlers, a sign of strong systems thinking and attention to performance.
9 years of coding experience
5 years of employment as a software developer
Chemical Engineering, Honors, Chemical Engineering, Honors at Nanyang Technological University
English, Chinese