At SawitPRO, I built Looker Studio dashboards that gave the commercial team a consistent, self-service view of sales performance. I also used ClickHouse SQL in Metabase to analyze sales by customer and region, and standardized location data for regional reporting.
At Freemir, I designed pricing and revenue validation that helped prevent over IDR 100 million in potential monthly leakage, and owned sales forecasting and budgeting for two years. I delivered 12 automation projects that cut manual work by about 70%; at Kayoman Group, I analyzed recipe and operational data to surface margin gaps for menu pricing.
