Guru Thejus Arveti

Guru Thejus Arveti

Founder at TickerSignals

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Maker History

  • Ticker Signals
    Ticker Signals39 indicators. 2,500+ stocks. One consensus verdict.
    Jun 2026
  • 🎉
    Joined Product HuntJune 1st, 2026

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I backtested 2L+ stock signals to build a consensus stock engine. Here’s what I learned.

Hey everyone,

As a retail trader and software engineer, I got tired of the noise in technical analysis. Some people swear by RSI, others rely on EMAs. But when you try to average them, you realise a static average doesn't work because different indicators dominate different market regimes (trending vs cycling).

To solve this, I spent the months building an engine (TickerSignals) that scores 39 indicators across 6 layers daily for 2,500+ stocks. To calibrate the weights, I backtested roughly 2L+ historical signals.

Here are my two biggest takeaways from the data:

I backtested 2L+ stock signals to build a consensus stock engine. Here’s what I learned.

Hey everyone,

As a retail trader and software engineer, I got tired of the noise in technical analysis. Some people swear by RSI, others rely on EMAs. But when you try to average them, you realise a static average doesn't work because different indicators dominate different market regimes (trending vs cycling).

To solve this, I spent the months building an engine (TickerSignals) that scores 39 indicators across 6 layers daily for 2,500+ stocks. To calibrate the weights, I backtested roughly 2L+ historical signals.

Here are my two biggest takeaways from the data:

Ticker Signals - 39 indicators. 2,500+ stocks. One consensus verdict.

A free technical scoring engine for US and Indian stocks. Instead of checking indicators one by one, TickerSignals runs 39 indicators across 6 layers daily to produce a transparent, weighted consensus verdict with stop loss and holding estimates.
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