Backtested my crypto strategy properly, got zero edge. What am I missing?
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Backtested my crypto strategy properly, got zero edge. What am I missing?

Built a crypto analysis tool over the last few months (planning and coding alongside Claude, which caught a few of my wrong assumptions along the way). It's not a bot, it reads the market and outputs a plan: entry, stop, take-profits, direction, and reasoning. Manual execution, 10 coins.

The strategy is the standard YouTube-lecture stuff: multi-timeframe support/resistance, confluence zones where levels line up, RSI/ADX/Bollinger, enter at the zones.

I backtested it across 3 years, ~6,000 trades. Then got paranoid the backtest was lying to me, so I went through the code line by line and re-derived individual trades from raw candles, checking for lookahead, making sure fills and exits were honest. It's solid.

Result: zero gross edge. Coin flip before fees, negative after. I also built a base-rate engine (bucket the indicators into market "configurations," trade the ones with a historical lean), same thing. The patterns separate returns in hindsight but carry no info you'd actually have at decision time.

I keep landing on "public indicators don't carry a tradeable edge, everyone sees them at once so it's already priced in." But I don't want to accept that without asking people who've done this.

  1. Is that the expected result, or did I mess up conceptually?
  2. If you found something that worked, was it different data (funding, order flow, on-chain), different timeframes, or execution over signal?
  3. Wanted to test funding/OI/liquidations but Binance only keeps ~30 days. Free source for longer history, or do people just collect forward?

Not selling anything, just trying to work out if I'm chasing something that isn't there. Happy to share methodology.

u/Inside_Fly_8689 — 8 days ago

I have 3 YOE and I'm not sure what to focus on next. Looking for advice

Need some honest advice because I've been going back and forth on this.

A little about me. I have 3 years of experience as a software engineer, mostly working with React, NextJS, React Native and NodeJS. I've built production SaaS products. Have worked on AI native applications. Shipped mobile apps to both stores, and recently finished my masters in computer science.

Right now I'm working remotely on a part time contract, so I'm not in a desperate situation but it's contract work and I know I need to think long term.

I've been looking for a full time role for a little over 2 months. The weird thing is almost every interview I've ever gotten came from recruiters reaching out to me on LinkedIn. Applying myself hasn't really worked.

My goal is pretty simple. I want to end up in a stable engineering role ideally at a good mid sized company or eventually big tech. I don't mind putting in the work, I just want to make sure I'm investing my time in the right things.

Lately I've been taking an AWS cloud course, but sometimes I wonder if it's even the right investment. Should I keep going deeper into cloud?. Focus on AI instead?. Keep building projects?. Spend more time networking or just keep applying and trust that something will eventually click?

Curious what you'd do if you were in my shoes.

P.S. I'm in Canada, if that changes your advice.

reddit.com
u/Inside_Fly_8689 — 20 days ago

I've done everything the internet told me to do to get a job. Still nothing. What now?

Been applying to a lot of jobs here in Canada and barely getting any replies, even for roles I'm a 100% match for on paper. I've tried pretty much everything I could think of:

  • Tailoring my CV to each role
  • Messaging people on LinkedIn (recruiters, engineers, alumni)
  • Optimizing my LinkedIn profile
  • Building myself a solid portfolio

Nothing's really moving the needle. I finished my master's in Computer Science last year and I'm trying to break into the Canadian job market. Honestly I'm not even chasing big tech. I'd be happy with a decent product company or consulting firm building things people actually use.

At this point it feels like there's nothing left to apply to. I refresh the job boards and it's the same companies every time. I don't really know what else to do.

Would genuinely appreciate any advice from people who've been through this.

reddit.com
u/Inside_Fly_8689 — 27 days ago

[3.5 YoE, Frontend & Mobile Engineer, Mid-level Frontend/Mobile Engineer, Montreal]

u/Inside_Fly_8689 — 2 months ago