Trends: real-time NIFTY analytics by Vasu SheoranTrends: real-time NIFTY analytics by Vasu Sheoran

Trends: real-time NIFTY analytics

Vasu Sheoran

Vasu Sheoran

Real-time NIFTY analytics. Python 3.12, FastAPI and a TimescaleDB/Postgres store, streamed to the browser over server-sent events. The model started as an Excel sheet, went through a Go build, then this Python rewrite; pytest checks the computed numbers against the original Excel outputs so the math can't drift as the code changes.
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Posted Nov 3, 2026

Developed a real-time NIFTY analytics system using Python and FastAPI.