Shallabh Dixitt

from-model-scores-to-governed-decisions

Executable Python companion code for the article series From Model Scores to Governed Decisions: threshold tuning, business-impact evaluation, capacity-aware decisioning, and enterprise AI governance patterns.

Python

ai-augmented-quality-architecture

An Intelligent Quality Engineering playbook featuring AI-assisted test design, failure pattern clustering, risk-based regression gating, performance SLO validation, security risk scoring, API contract checks, and release confidence modeling. Built to help QE professionals evolve into system-level quality architects through practical demos.

Jupyter Notebook

smart-pm-configurers

Reactive to PM Intelligence: predictive maintenance analytics, dashboard, API, documentation, and executive deck for smart facilities operations.

Python