Ashwin Yadhav Kumar

Predictive Intake Clearing and Upstream Bed Placement: A High-Reliability Architecture for Acute NHS Flow

Acute NHS hospital trusts face severe capacity constraints driven by step-down exit gridlock. This operational white paper presents the Predictive Intake Clearing Protocol. Grounded in Lean waste reduction and Six Sigma defect-prevention mechanisms, the framework replaces reactiv...

Modernizing the Regional Research Data Engine: A Zero-Trust Operating Model to Close the "Data-When-Needed" & DevEx Gaps in the South West Secure Data Environment (SWSDE)

Regional Secure Data Environments (SDEs) across the UK National Health Service (NHS) were established to transition health analytics from open data dissemination to governed, in-situ access under the Five Safes framework. However, regional environments- such as the South West Sec...