Building a Private MLOps Platform on AWS
·3 mins
How I deployed MLflow as a authenticated experiment tracking server on AWS and integrated it into a reusable ML toolkit.
Mlops
Building a Reusable ML Toolkit for Genomic Models
A Python package with a YAML-driven pipeline builder and a prediction CLI.
Scaling ML Training for Epigenetic Age Prediction
How parallelising hyperparameter tuning on SageMaker turned a single-instance grid search into a 100x faster training workflow.