Portfolio
Data analysis projects focused on operations and decision-making.
Pricing & Discount Policy — Operations Analysis
Excel-based analysis investigating declining profitability despite strong order volumes. Identified systemic discount thresholds and concentrated category losses.
- Detected profit collapse beyond deep discount bands
- Separated systemic vs category-specific issues
- Proposed discount guardrails with business trade-offs
Service-Level Calibration & Risk Modeling — Logistics Analysis
Power BI analysis evaluating delivery promise calibration using percentile-based reliability modeling, policy sensitivity simulation, and variance decomposition across shipment size and geography.
- Identified promise calibration near 90th percentile reliability
- Simulated policy adjustment impact (6% → 13% late rate)
- Detected geographic amplification of bulky shipment risk
