What Avdhesh demonstrated

Built a structured profitability investigation end to end: framed testable hypotheses, mapped KPI drivers correctly, and quantified the margin collapse behind the revenue/profit paradox. The work then translated analysis into action with a prioritised recovery plan, stakeholder-ready messaging, and explicit validation of AI-generated conclusions against source logic.

• Structural Hypothesis Framing
• KPI Driver Mapping
• Root-Cause Prioritisation
• AI Output Validation