What Md. demonstrated

Built a credible supply-chain rescue case for a fictional SAP manufacturer: isolated the true bottleneck as a single-sourced critical component with only ~2 weeks of cover, quantified the idle-day cost, and proposed a Joule-style copilot that surfaces the next best action while escalating risky decisions. Also sized a defensible payback, localized the playbook for India, and closed with a tight 90-second board pitch and bounded pilot ask.

• Leakage-Free Problem Diagnosis
• Human-in-the-Loop AI Guardrails
• Defensible ROI Framing
• Executive Decision Communication