Innovative MLOps engineer with a strong focus on delivering AI inference APIs optimized for high-traffic application services. Skilled in utilizing Kafka, and Confluent Cloud to ensure scalable and efficient data streaming. Adept at deploying AI solutions with FastAPI and Kubernetes to support real-time, reliable, and high-performance workloads.
Developed Runway product features including data source and pipeline management; built an MLOps service for model application and inference placement in Corning’s infrastructure; utilized FastAPI, Kubernetes, and SQL Server for scalable, high-performance backend solutions
Created a stable AWS infrastructure for user storage services like Dropbox; contributed to Rakuten Mail PoC using Apache James; managed RESTful API development with Spring Boot and integrated CI/CD pipelines using Jenkins and Kubernetes
Developed and optimized Kakao Music services to handle high-capacity traffic; implemented RESTful APIs using Spring Boot; worked with MongoDB, Kafka, and Kubernetes for reliable, large-scale service management.
Contributed to collaborative research on real-world health data analysis; Engaged with a global network of researchers to improve healthcare analytics; Focused on applying AI and MLOps methodologies to health informatics.
Led the development of large-scale medical data modeling infrastructure for the OHDSI Symposium; utilized AWS Cloud services like S3 and Redshift; managed CI/CD with Jenkins and Docker.
Developed backend systems for Samsung’s semiconductor and battery manufacturing lines; created infrastructure and OS request portal for Samsung SDS; worked with MES systems, Java, C# .NET, and SQL for robust production solutions.
Refined data from global trade offices, managed and updated portal information, and developed web applications while improving functionality using MySQL and JavaScript.
Planned and implemented IT services and strategies for finance; led BPR and ISP initiatives to improve operational efficiency; developed Java-based financial applications with Oracle database integration.
GPA: 3.73
GPA: 3.34