Khvicha S.

I build the data infrastructure that powers large-scale distribution and FinTech operations. With over $100k in earnings and a 100% success rate on Upwork, I specialize in moving companies beyond basic reporting into high-integrity Revenue and Operations Architecture. I bridge the gap between complex backend logic and the executive boardroom, ensuring that your data isn’t just "visual," but accurate enough to drive multi-million dollar decisions. My focus areas include: Operational Profitability: Specialized in FMCG and Supply Chain metrics—optimizing inventory turnover, SKU-level margins, and distribution efficiency. FinTech Unit Economics: Built systems for high-growth digital banking platforms to track LTV/CAC, transaction velocity, and churn. Scalable Architecture: I move firms away from messy spreadsheets and into the Modern Data Stack (Microsoft Fabric, SQL, BigQuery) using Star Schema modeling for long-term performance. Core Expertise: BI Architecture: Data Modeling, Governance, & ETL. Strategic Finance: Rolling Forecasts, AOP Tracking, and Margin Analysis. Modern Stack: Microsoft Fabric, Power BI (Advanced DAX), BigQuery, & SQL. I focus on building stable, scalable data foundations that provide clear answers to operational questions. Click 'Invite' to discuss your architecture and reporting goals.