EURONICS 

RETAIL INDUSTRY 

🎯 CHALLENGE 

HOW TO OPTIMALLY DISTRIBUTE CONSUMER ELECTRONICS AND HOME APPLIANCES ACROSS STORES TO MINIMIZE BOTH STOCKOUTS AND EXCESS INVENTORY 

✅ RESULT 

UNCOVERED PREVIOUSLY UNKNOWN SEASONAL PATTERNS, CROSS-STORE SIMILARITY INDICES, AND PROMOTIONAL RESPONSE BEHAVIORS, ENABLING NEW STRATEGIC INITIATIVES 

BRIAN EFFECT 

200% MORE INSIGHT 

⚡ BRIAN'S KEY CONTRIBUTIONS 

🏗️DATA ARCHITECTURE & ENGINEERING 

CONVERTED COMPLEX TABULAR SALES DATA INTO STANDARDIZED TIME SERIES FORMAT 

🔬 ANALYTICS & PREDICTIVE MODELING 

ANALYZED VOLUME CURVES FOR TREND, SEASONAL, AND PROMOTIONAL IMPACT IDENTIFICATION 

📊 VISUALIZATION & BUSINESS INTELLIGENCE 

CREATED REAL-TIME DASHBOARDS USING MATPLOTLIB AND PLOTLY 

⚙️COMPLEX DATA TRANSFORMATION 

SUCCESSFULLY IMPLEMENTED HIGH-LEVEL DATA TRANSFORMATION REQUIREMENTS WITH PRECISION AND EFFICIENCY