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What vanshika demonstrated
Built an end-to-end profit investigation that started with structured hypotheses and a data audit, then moved into pivot-based insight, root-cause ranking, and a quantified recovery forecast. The work shows practical business analysis judgment, especially in isolating cost inflation and logistics as the dominant profit drivers and translating that into executive-ready recommendations.
- Structured Hypothesis Formation
- Data Quality Awareness
- Root-Cause Prioritization
- Scenario-Based Forecasting
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