Senior Solution Architect / Data Engineer building data platforms for pharma and life sciences.https://abhaysudhakaran.com/https://abhaysudhakaran.com/posts/zero-dollar-pipeline/https://abhaysudhakaran.com/posts/zero-dollar-pipeline/Automated ingestion, a deterministic rule engine, push alerts, and two dashboards, with a monthly infrastructure bill of exactly zero. Here's the stack, the gotchas, and why the constraints made the architecture better.Fri, 17 Jul 2026 23:25:36 GMThttps://abhaysudhakaran.com/posts/unity-catalog-for-pharma-data-governance/https://abhaysudhakaran.com/posts/unity-catalog-for-pharma-data-governance/Why Unity Catalog's fine-grained access model maps well onto pharma's need to segment commercial, medical, and clinical data without standing up separate platforms.Wed, 10 Jun 2026 09:00:00 GMThttps://abhaysudhakaran.com/posts/salesforce-life-sciences-cloud-to-lakehouse/https://abhaysudhakaran.com/posts/salesforce-life-sciences-cloud-to-lakehouse/Patterns for syncing HCP engagement, call plan, and sample data out of Salesforce Life Sciences Cloud without turning the integration into a second system of record.Fri, 22 May 2026 09:00:00 GMThttps://abhaysudhakaran.com/posts/mlops-under-change-control/https://abhaysudhakaran.com/posts/mlops-under-change-control/Notes on running an MLflow-based training and deployment pipeline that also satisfies pharma change-control and model-validation requirements.Wed, 15 Apr 2026 09:00:00 GMT