What Shaik demonstrated

Built a supply-chain rescue plan for a single-sourced bottleneck: identified the real line-stopping component, framed the cost in idle-day terms, and designed a Joule-style copilot that reads live supplier and inventory signals to surface the best next action for human approval. Also defined the guardrail boundary, sized a defensible euro payback, and packaged the case into a concise board pitch with a 2-person, 60-day pilot ask.

• Leakage-Free Problem Diagnosis
• Human-in-the-Loop AI Design
• Defensible ROI Estimation
• Executive-Level Framing