Tag: Data Engineering

Sep 29, 2026 · Shannon Alliance · Life Sciences
A LIMS Migration Blueprint: Transitioning a High-Throughput Genomics Lab from Legacy LabVantage to Cloud-Native QBench
How a high-throughput genomics lab moved from a self-hosted LabVantage and Oracle stack to QBench with zero downtime, five-figure annual savings, and CAP/CLIA-validated reporting.
Edit article
Sep 15, 2026 · Shannon Alliance · Life Sciences
Why Querying the Database Directly is the Best Way to Do Data Engineering on On-Prem LabVantage LIMS
Query an on-prem LabVantage database with a read-only Python wrapper instead of Java extensions, so pipelines stay portable across Oracle and SQL Server.
Edit article
Apr 23, 2024 · Gary O'Keeffe · Data Engineering
Lean AI Development: Transform Ideas into MVMs into MVPs
The 5 D's of lean AI-SaaS development, is a battle tested formula for ensuring you only start breaking ground on an idea once you know it's worth a bet! It’s broken down into these 5 phases:Define you
Edit article