Started a crypto analysis project for fun… now it’s getting a bit serious 😅 (looking for feedback)

Hey everyone,

I’ve been building a crypto analysis dashboard over the past year and wanted to get some feedback from people who trade BTC.

Quick context — I’m an ML engineer (not a trader), and I started this as a side project using Kaspa data just to explore market behavior. It’s turned into a more structured system for analyzing price action.

(added a screenshot below — currently based on KAS data)

What it does:
• pulls OHLCV data
• analyzes trend, volatility, and pivots
• detects some candlestick patterns
• runs indicators (RSI, moving averages)
• combines everything into a single view
• tracks a simulated equity curve

The idea isn’t asset-specific — it’s more about structuring market data in a way that highlights signals and reduces noise.

Before I expand this to BTC, I’d really like to sanity-check the approach with people who actually trade it:

– What signals do you trust most when trading BTC?
– Do you rely more on structure or indicators?
– How important is volume in your process?
– Has anyone successfully systematized patterns like H&S / flags?
– Does multi-timeframe confirmation genuinely improve results?

Trying to understand what actually matters vs what just looks good in backtests.

Not selling anything — just building and learning.

Appreciate any insights 🙌 🙌🙌