systems

Every system I have shipped

Filter by function or stack layer. Click a row to read the full engagement and open rebuild.

function
stack layer
Budget reallocation engine
Marketing Data engAnalyticsMLAgentic retailmarketplace
Revenue +11% at flat spend
NotebookCodeDatasetWrite-upDemo
Creative performance scorer
Marketing AnalyticsLLM / RAG retailB2B SaaS
Cost per acquisition −16%
NotebookCodeDatasetWrite-upDemo
Account signal router
Sales Data engAnalyticsLLM / RAGAgentic B2B SaaS
Sales ops cost −22%
NotebookCodeDatasetWrite-upDemo
Churn intervention loop
Customer Data engAnalyticsMLAgentic telecomB2B SaaS
Retention +6pp in treated cohort
NotebookCodeDatasetWrite-upDemo
Voice-of-customer engine
Customer Data engAnalyticsLLM / RAG retailtelecomservices
Support deflection +19%
NotebookCodeDatasetWrite-upDemo
Quality anomaly triage
Operations Data engAnalyticsMLAgentic manufacturing
Inspection hours −18%
NotebookCodeDatasetWrite-upDemo
Predictive maintenance
Operations Data engML manufacturingindustrial
Unplanned downtime −24%
NotebookCodeDatasetWrite-upDemo
Demand forecast + reorder
Supply chain Data engAnalyticsML retailmarketplace
Working capital −14%
NotebookCodeDatasetWrite-upDemo
Route cost analyser
Supply chain Data engAnalytics logisticsindustrial
Cost per drop −9%
NotebookCodeDatasetWrite-upDemo
Cash-flow forecast copilot
Finance Data engAnalyticsMLLLM / RAG lendingservices
Close cycle 4 days → 1
NotebookCodeDatasetWrite-upDemo
Fraud review assistant
Risk Data engAnalyticsMLAgentic paymentslending
Loss rate −31%, queue −40%
NotebookCodeDatasetWrite-upDemo
Price elasticity engine
Pricing Data engAnalyticsMLLLM / RAG marketplaceretail
Gross margin +3.4pp
NotebookCodeDatasetWrite-upDemo
Attrition early warning
People / HR Data engAnalyticsMLLLM / RAG servicesB2B SaaS
Backfill cost −12%
NotebookCodeDatasetWrite-upDemo
Consumption baseline
Energy / ESG Data engAnalytics industrialmanufacturing
Verified 8% energy reduction
NotebookCodeDatasetWrite-upDemo