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PROJECT NOTES / FULL STACK & DATA

CarbonIntel

A clearer view of supply-chain emissions.

An India-focused carbon intelligence prototype with live data processing, emissions dashboards, transport analysis, and reporting-oriented outputs.

PythonFastAPINext.jsPathwayPlotly
FULL STACK & DATA↗
01CSV stream
02Pathway
03Emissions calculations
04FastAPI
SYSTEM ARCHITECTURE
01 / THE CHALLENGE

The problem

Emissions information spans energy use, transport modes, and supply-chain activities, making it difficult to see hotspots in one place.

02 / THE APPROACH

How it comes together

A CSV-based ingestion stream feeds incremental processing and FastAPI endpoints. The dashboard organizes results into emissions, energy, transport, and hotspot views.

03 / UNDER THE HOOD

Follow the flow.

SIMPLIFIED ARCHITECTURE
01CSV stream
02Pathway
03Emissions calculations
04FastAPI
05Dashboard
04 / BUILD HIGHLIGHTS

Scope 1, 2, and 3 monitoring views.

Transport-mode and energy-consumption analysis.

Incremental data processing with Pathway.

Reporting features designed around Indian supply-chain use cases.

THE ENGINEERING CHOICE

Why this approach?

Use continuous incremental computation so updated source data can flow into the same dashboards instead of requiring a complete manual analysis.

An engineering prototype for emissions analysis; regulatory suitability requires independent validation.

Explore the project’s supporting sources.Project repository
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Vijayshree Vaibhav
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