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Building a real-time crypto analytics platform for spike & OI detection

Hi Indie Hackers 👋

I’m building HD AlgoTech — a real-time crypto analytics platform focused on
spike detection, open interest shifts, and volume anomalies.

The goal is to help traders spot abnormal market activity as it happens,
not after the move is already over.

The platform is built with a multi-engine backend for real-time data ingestion,
analysis, and caching, plus a lightweight web UI.

I’m currently preparing a public launch and would really appreciate feedback on:

  • which real-time metrics traders actually care about
  • what feels missing in existing analytics tools
  • how to present complex market data more clearly

Happy to answer any questions.

on December 16, 2025
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    For context: the platform is already live, but I’m still iterating heavily
    based on real user feedback.

    Happy to share specific dashboards or data flows if that’s helpful.