GIS & data · Team ASTRA-X · My part: back-end ingestion
GOD VIEW
An open-source-intelligence digital twin: live flights and satellites on a 3D globe, linked in a knowledge graph.
Finalist · India Innovates 2026
- Python
- FastAPI
- Neo4j
- Next.js
- CesiumJS
- Sarvam AI
Source code ↗ India Innovates post ↗
Problem
Intelligence data is scattered across separate feeds, and most dashboards show isolated points instead of how events relate to each other.
Team build
A FastAPI back-end, a Neo4j graph of entities and relationships, Sarvam AI for summaries in English, Hindi, Tamil and Telugu, and a Next.js + CesiumJS 3D globe.
My contribution
The ingestion services that pull live aircraft positions from OpenSky, satellite orbital data (TLE) from CelesTrak and earthquake data from USGS, and serve them to the globe.
Hardest problem
OpenSky rate-limits requests (HTTP 429), and CelesTrak sometimes sends back an HTML error page instead of data. I added a 15-second cache, fallback data and response checks, so the globe keeps working in the middle of a live demo.
Outcome
Presented at the national finals of India Innovates 2026 at Bharat Mandapam, New Delhi, representing Odisha and my college.
Watch the demo
Screenshots
Want to talk about this project?
I'm open to data internships, projects and hackathon teams.
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