https://ashimsharma10.github.io/blog Software engineer sharing projects, notes, and guides on ML infrastructure. en-us sharmaashim00@gmail.com (Ashim Sharma) sharmaashim00@gmail.com (Ashim Sharma) Wed, 10 Jun 2026 00:00:00 GMT https://ashimsharma10.github.io/blog/anyscale-ray-deep-dive https://ashimsharma10.github.io/blog/anyscale-ray-deep-dive A comprehensive technical writeup covering why distributed computing for AI is hard, what Ray is, what Anyscale adds on top of it, how it compares to the alternatives, and how to actually use it. Wed, 10 Jun 2026 00:00:00 GMT sharmaashim00@gmail.com (Ashim Sharma) rayanyscaledistributed-computingdeep-learninginfrastructure https://ashimsharma10.github.io/blog/docker-fundamentals https://ashimsharma10.github.io/blog/docker-fundamentals Docker from first principles — runtime stack, OverlayFS, bridge networking, security, and kernel internals. Thu, 11 Jun 2026 00:00:00 GMT sharmaashim00@gmail.com (Ashim Sharma) dockercontainersdevopsinfrastructurenetworking https://ashimsharma10.github.io/blog/mlops-tooling-from-experiment-tracking-to-production https://ashimsharma10.github.io/blog/mlops-tooling-from-experiment-tracking-to-production A conceptual guide to MLOps tooling — MLflow, artifact versioning, reproducible pipelines, framework integrations, alternatives, and deploying and improving models in production. Fri, 03 Jul 2026 00:00:00 GMT sharmaashim00@gmail.com (Ashim Sharma) mlopspythondeep-learningpytorchinfrastructureguide https://ashimsharma10.github.io/blog/system-design-etl-pipelines https://ashimsharma10.github.io/blog/system-design-etl-pipelines How I would design the pipeline that moves a legacy database onto Azure: bulk load and CDC, a medallion lakehouse with a quality gate that actually stops things, star schemas and SCD2, a feature store, and the security, monitoring and cutover plan around it. Mon, 17 Aug 2026 00:00:00 GMT sharmaashim00@gmail.com (Ashim Sharma) data-engineeringazuresystem-designinfrastructuremlops