India Pulse — Macro-Economic Dashboard

Zero-cost macro-economic dashboard for India. Python harvesters scrape government data sources, store in SQLite, and serve through a Next.js frontend.

Automated harvesting pipeline
Deep-dive pages for key economic indicators
JSON + SQLite dual storage

Problem

Zero-cost macro-economic dashboard for India. Python harvesters scrape government data sources, store in SQLite, and serve through a Next.js frontend. This project addressed the challenge of data, economics, webin the context of founder / data engineer work.

Constraints

  • • Timeframe: 2025–Present
  • • Role: Founder / Data Engineer
  • • Stack: Next.js, Python, BeautifulSoup, Pandas, SQLite, Recharts

Process

The development process involved iterative design, implementation, and testing phases. Key focus areas included data, economics, web considerations and ensuring measurable outcomes.

Results

  • Automated harvesting pipeline
  • Deep-dive pages for key economic indicators
  • JSON + SQLite dual storage

Lessons Learned

This project reinforced the importance of data, economics, webbest practices and the value of iterative development approaches.

Quick Facts

Role:

Founder / Data Engineer

Timeframe:

2025–Present

Stack:
Next.jsPythonBeautifulSoupPandasSQLiteRecharts
Tags:
DataEconomicsWeb

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