Summary
Seoncheol Heo is a Cloud Support Engineer at AWS with a decade of hands-on experience spanning cloud systems, ML, embedded systems, and full-stack web and mobile development. He built production features and infrastructure—ElasticSearch-driven search, RNN-based real-time noise reduction for video calls, Kubernetes clusters, and a 1:N Jitsi Meet setup—while previously developing ML pipelines (TensorFlow) and award-winning CNN image classifiers. His embedded work includes Raspberry Pi GPIO programming and AUTOSAR/Lego NXT projects that implemented LKAS-style lane keeping and follower behaviors, reflecting a strong hardware-software integration mindset. Comfortable across Django, Spring Boot, Vue.js, React, Android and AWS services, he combines practical ops experience with applied ML research, often moving prototypes to running services. Based in Gyeonggi, South Korea, he brings a pragmatic, systems-oriented approach and a track record of turning academic projects into production-grade solutions.
10 years of coding experience
2 years of employment as a software developer
학사, Computer Software Engineering, 학사, Computer Software Engineering at Ajou University(아주대학교)