Summary
Calvin Halim is a machine learning engineer based in Tokyo with 11 years of experience building production ML platforms and data-driven solutions across companies like Mercari and Rakuten. He has led ML platform and MLOps efforts—designing GCP-based systems using Vertex AI, Kubeflow, MLflow, BigQuery and CI/CD pipelines—and implemented Airflow and Kubernetes executors on in-house clouds to operationalize models for fraud, churn, and content moderation. Comfortable bridging data science and engineering, he has hands-on experience with object detection, FastAPI model serving, and statistical analysis to measure business impact. A lifelong learner who composes electronic and jazz-influenced music, he brings creative curiosity and strong communication skills to collaborative, cross-functional teams.
11 years of coding experience
5 years of employment as a software developer
Full Stack Web Development Certification, Computer Software Engineering, Full Stack Web Development Certification, Computer Software Engineering at Free Code Camp
Master of Engineering - MEng, Applied and Cognitive Informatics, 2nd, Master of Engineering - MEng, Applied and Cognitive Informatics, 2nd at Chiba University
Associate’s Degree, Information Technology, Associate’s Degree, Information Technology at Yuge National College of Maritime Technology
Indonesian, Japanese, English, German, Chinese, hokkien