What Kajal demonstrated

Built a structured profit-investigation workflow by framing plausible hypotheses, mapping all KPI drivers to the right business levers, and auditing the dataset for missing and duplicate records. Also identified the key pivot insight that Mobility was the largest category while Asia Pacific had the weakest margin, and assembled a dashboard plan that covered KPI, bridge, regional, causal, and forecast views.

• Structured Hypothesis Formation
• KPI Driver Mapping
• Data Quality Auditing
• Executive Story Selection