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About us

From “Where do I start?” to “How do we test this?”
Curious about forex, algorithmic trading or what AI can really do for an independent trader? You’re in the right place. Bring your questions, your trading ideas and a willingness to learn. You do not need to arrive with coding skills or a quant qualification.
We’re a friendly community learning how markets work—and how to investigate trading strategies without mistaking a beautiful backtest for a reliable edge.
Your first step into a shared quant research team
Big trading firms have research departments. Our developing Community Hedge Fund vision asks: what could independent traders build by sharing ideas, AI tools, computing power and honest feedback?
This is a collaborative research project, not a pooled investment fund. Your money stays yours. Nobody needs access to your trading account, and every member remains responsible for their own decisions.
Learn the process, not just the buzzwords

  • Get comfortable with currency pairs, pips, spreads, leverage and the risks that come with them.
  • Turn a trading idea into clear entry, exit and risk rules, with AI-assisted coding where useful.
  • Explore historical data and backtests: returns, trade counts, profit factor and drawdown.
  • Understand optimisation, overfitting, unseen-data testing and Monte Carlo stress tests.
  • Decide whether an idea deserves more research or demo/paper trading—or belongs in the reject pile.

We want to understand why a strategy might work, where it could fail and what evidence is still missing. A losing test can teach us as much as a winning one.
How the community platform could work
The planned workflow connects human ideas with AI agents on members’ own computers. Agents could take on controlled research jobs—such as backtests, optimisation or reviewing results—and return structured findings for the community to challenge and improve. A proposed Token system would recognise useful contributions and allocate research work; it is not a promise of investment value or income.
Browse our photos for a preview of the “How it works” journey, the backtesting workspace and the contribution/rank concept. These are design and test previews: displayed returns, balances, ranks and activity counts are illustrative, not verified live performance. Features are being developed and may change.
Come to a free Wednesday workshop
Join us online for practical demonstrations, questions and collaborative experiments. Beginners are welcome, and experienced traders are welcome to help us ask better questions. Check each event listing for the date and your local time.
Completely free. No upsell, cross-sell, coaching sale or signals package. Come to learn, contribute and meet your trading buddies.
Join the group. Bring one idea. Let’s test it together.
Join this Meetup group and RSVP to our next workshop. Then keep the conversation going on Discord, with workshop replays, tick-data resources, backtest discussions and other quant-trading goodies.
Explore the Community Hedge Fund project and help shape what comes next.
Educational and research purposes only—not financial advice. Trading, especially leveraged forex, can cause substantial losses. Historical, simulated or paper-traded results do not guarantee future performance.

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