Yayen Saini completed Business Analytics Sprint

Built a solid profit-paradox analysis workflow end to end: framed the KPI drivers correctly, extracted category and regional margin insights with SQL, isolated the main profit headwinds, and translated them into a credible recovery forecast. Also demonstrated strong judgment by checking an AI-generated Bosch summary against real public figures and business drivers.

• Structured Problem Framing
• Leakage-Free Analytical Reasoning
• Correct SQL Aggregation and Join Logic
• Evidence-Based Validation