WHERE WE
ARE HEADED
Real engine and platform metrics, with the milestones that come next. No promises: what exists today, and what follows.
NUMBERS, NOT
PROMISES.
Seven steps we measure in public. They update as the engine grows — no touch-ups.
Engine compute
CPU cores dedicated to the Optuna pipeline. More cores = more strategies evaluated in parallel = faster validation cycles.
Engine capital on Binance
Our own capital trading live (does not include copy-trading followers’ capital). It only grows with reinvested profit — no new external contributions.
Active copy traders
People following the Lead Trader account on Binance Copy Trading with real capital.
Copy-trading AUM
Followers’ capital trading alongside our own, same engine and same risk discipline for everyone.
Registered users
Active accounts on the platform using the dashboard, journal, FIRE and the rest of the tools — with or without Binance connected.
Live engines
Of the 9 engines in the planned architecture (Crypto, Commodities, US Stocks, Indices, International, Bonds & Macro, Index Futures, Forex & Intl Indices, LATAM), how many are running live today.
Operating departments / agents
Research, execution, risk, infrastructure, community and more — specialised functions running as separate areas (human + AI agents). Each new department exists because it closes a real gap, not because “more is more”.
CADA HITO,
EN ORDEN.
The SIGMA ENGINE is born
Backtesting pipeline with Optuna Bayesian Search over BTC, ETH, SOL, BNB and LTC. Walk-forward out-of-sample testing and anti-overfitting robustness gates from day one.
Live paper trading
The first models start trading in simulation with real market data — entries, stop-losses and take-profits executed as if it were real capital, at no risk.
Strategy library expansion
From a handful of initial models to a balanced library of dozens of long and short strategies, with dynamic sizing (adaptive Kelly) and market-regime filters.
Rebrand to SQuant Desk
The public platform takes shape: landing, FAQ, trade journal, FIRE calculator and the live signal HUD, all built on the same engine infrastructure.
Real capital goes live
After clearing a 5-criteria validation gate (trade volume, win rate, profit factor, regime diversity and minimum duration), the engine starts trading real capital on Binance Futures.
Engine 2: Commodities live
XAU, XAG, WTI, NG, HG and PL join the tradable universe. The first commodity models clear the same validation gate and start trading real capital alongside the crypto engine.
Installable SQuant Desk app
The platform installs as an app straight from the browser (PWA) — icon on your phone, full screen, same live dashboard. No App Store or Google Play needed.
Copy trading
Gradual opening to followers’ capital alongside our own, with the same risk discipline and the same decision engine for everyone.
Engine 3 — US stocks live
AAPL · NVDA · TSLA · JPM trading real capital via tokenised perpetuals on Binance, under the same validation gate as crypto and commodities. CVX is excluded from production due to a ticker collision (the perp tracks Convex Finance, not Chevron).
Engine 4 — Indices live
SPY · QQQ · IWM · XLE get their own live capital allocation, sharing a slot budget with Engine 3 so they do not compete for liquidity against crypto/commodities.
Engine 5 — International live
Country ETFs — EWJ (Japan), EWT (Taiwan), EWY (Korea) — join the same live capital allocation as Engines 3 and 4, via tokenised perpetuals on Binance.
Engine 6 — Bonds & Macro
TLT · HYG · TBT · ZN · ZB — Treasury 20Y+, High Yield, 10Y-30Y notes and bonds. Duration and credit strategies. Broker: IBKR.
Engine 7 — Index futures
MES · MNQ · MYM — micro futures on the S&P 500, Nasdaq 100 and Dow Jones via CME. Broker: IBKR.
Engine 8 — Forex & Intl indices
EUR/USD · GBP/USD · USD/JPY · USD/CHF via IBKR IDEALPRO. DAX, FTSE and Nikkei in a second phase (requires multi-currency margin).
Engine 9 — LATAM
Chilean, Brazilian and Mexican equities — built for users already trading local markets who want the same quantitative rigour.
Institutional API
Programmatic access to signals and metrics for anyone who wants to integrate SQuant Desk into their own trading stack.
An engine tuned to your capital
Instead of one model mix for everyone, the engine adjusts the strategy combination and recommended sizing to the real size of your portfolio — trading $500 is not the same as trading $50,000.
MORE ENGINES,
SAME RIGOUR.
No convenient overfitting
Every new engine goes through the same pipeline: walk-forward OOS, multi-seed robustness gates and validation before it touches real capital — no exceptions for the sake of speed.
Real capital only after the gate
No model, in any engine, trades real money without meeting the same threshold of trades, win rate, profit factor and validation duration.
Transparency above all
What does not work is documented just like what does. This page is updated with the engine’s reality, not with the optimistic version of it.
The engine runs 24/7 and the dashboard updates in real time. Join the community to watch each milestone as it happens.