Reasoning
Why the system is shaped this way—not just a feature inventory.
Systems, under the surface.
A closer look at how I turn complex data workflows into reliable products—covering the decisions, architecture, safeguards, and interfaces behind the final screen.
02Production
case studies
case studies
Selected platform work.
Both projects connect infrastructure-level engineering with an outcome people can understand and use.
01
Forecasting infrastructure
From raw sales data to production forecasts.
A configurable Frappe/ERPNext platform with incremental ingestion, two cloud execution paths, automated backtesting, probabilistic output, and safe delivery.
Multi-source ETLTimesFM 2.5AutoGluon
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02
Business intelligence
ERP records turned into decision intelligence.
A customer-facing analytics layer spanning operations, finance, and P&L—with transparent calculations, drilldowns, health signals, and recommended actions.
3 dashboard modesERPNext nativeDecision engine
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What these stories show
Engineering beyond the happy path.
Reliability
Locks, validation, atomic writes, observability, and safe failure paths.
Value
How technical work becomes a useful decision or repeatable business workflow.