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From fragmented data silos to a unified analytics platform - delivering 2x ROI through intelligent automation and predictive insights.
Transforming a premium beauty products brand's operations through data-driven insights.
A rapidly growing Premium Beauty Products Brand with mid-six-figure monthly revenue, struggling with fragmented operations across multiple platforms and losing significant revenue to inefficiencies.
Unify 4 disconnected sales channels into a single data platform, eliminate manual processes, predict stockouts, and provide real-time visibility into profitability and inventory.
Built a serverless, event-driven architecture processing 100K+ daily transactions with real-time dashboards, predictive analytics, and automated alerts - completed in just 10 weeks.
Quantifying the crisis and measuring the transformation impact.
Data-driven transformation strategy with intelligent automation and predictive analytics.
Connected Shopify, ShipBob, Amazon, and Recharge through webhooks and APIs, processing 100K+ transactions daily with sub-100ms response times.
Implemented stockout-adjusted velocity calculations and 7-10 day advance warning system, improving forecast accuracy from 45% to 75%.
Built rules engine for dynamic inventory allocation, automated reporting, and proactive alerts, saving 30 hours weekly in manual work.
Created SKU-level profit analysis including COGS, channel fees, and fulfillment costs, enabling data-driven pricing and promotion decisions.
Decomposed bundle sales to component SKU demand, providing true visibility into individual product performance and requirements.
Delivered interactive Flask-based dashboard with real-time KPIs, custom reports, and drill-down capabilities for instant insights.
Complete system design with 8-layer architecture and real-time data flow.
8-layer production platform with end-to-end data flow visualization
EventBridge scheduling, Step Functions workflows, API Gateway webhooks
Shopify, ShipBob, Amazon Marketplace, Recharge APIs
Schema validation, deduplication, normalization, error handling
AWS Lambda serverless compute, batch & real-time processing
MongoDB Atlas operational DB, S3 data lake, audit logs
Flask dashboard, predictive models, profitability calculations
CloudWatch logs & metrics, custom alarms, health monitoring
IAM roles, encryption at rest & in transit, Secrets Manager
High-volume transaction processing
Low-latency response times
Enterprise-grade uptime SLA
Real-time webhook processing
Automated inventory synchronization
Scheduled consolidation workflows
Serverless auto-scaling architecture
Elastic storage capacity
Multi-user concurrent access
Measurable results that matter - delivering sustainable business value.
Three pillars of success transforming operations and driving sustainable growth
6-Figure Annual Savings
Monthly savings breakdown: $15K from stockout prevention, $10K from labor automation, and $5K from inventory optimization. Achieved break-even in 6 months with 2x ROI by month 8.
Efficiency at Scale
30 hours saved weekly through automation, forecast accuracy improved from 45% to 75%, and stockout incidents reduced by 60% (from 12-15 to 5-6 monthly).
Proactive Intelligence
Advanced warning system providing 7-10 day alerts (up from 0-2 days), real-time SKU-level profitability analysis, and data-driven insights across all sales channels.
Let's discuss how I can help transform your e-commerce operations and drive measurable business results.
Meet Me on Upwork