Guru Thejus Arveti

Guru Thejus Arveti

Founder at TickerSignals

Badges

Tastemaker
Tastemaker
Gone streaking
Gone streaking
Gone streaking 5
Gone streaking 5

Forums

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:

View more