https://jungbaepark.github.io/blog/tags/mlops/Recent content in Mlops on Jungbae ParkHugo -- 0.152.2en-usWed, 15 Sep 2021 00:00:00 +0000https://jungbaepark.github.io/blog/projects/ml-infrastructure-riiid/Wed, 15 Sep 2021 00:00:00 +0000https://jungbaepark.github.io/blog/projects/ml-infrastructure-riiid/Built ML model registry (MLFlow) and dataset pipelines (Airflow, Athena, BigQuery) at RIIID, serving 4+ products including SANTA TOEIC, IVYGlobal SAT, CASA GRANDE, and INICIE.https://jungbaepark.github.io/blog/projects/ml-pipeline-acceleration/Tue, 15 Dec 2020 00:00:00 +0000https://jungbaepark.github.io/blog/projects/ml-pipeline-acceleration/Introduced RIIID’s first multi-GPU training, boosting GPU utilization from 25% to 95% and cutting initialization time from 1 hour to 10 seconds. Built CI/CD pipelines with GitHub Actions.