[FrameWork] -- V2.2 --Thinh Nguyen --Maximize Profit
Today’s Change (Mar 17, 2026)
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A symphony is an automated trading strategy — Learn more about symphonies here
About
High-risk, daily-rebalanced framework that switches between aggressive tech/volatility bets and defensive hedges (gold, dollar, inflation assets) based on market momentum, volatility, and drawdown signals to seek big gains while guarding against downturns.
- It operates in two broad modes: Risk-on (aggressive bets) and Risk-off (hedges). A daily process checks a series of rules to decide which mode to emphasize and which assets to hold.
- In Risk-on mode, the system may favor leveraged tech exposure (like TQQQ) and volatility bets (like UVXY) when recent signals show strong momentum in tech and acceptable risk levels. There are price-trend checks (e.g., is the market price above a long-term average?) and momentum contrasts (comparing recent performance of related instruments) that must be satisfied to stay in or enter risk-on.
- In Risk-off mode, the system rotates into safer assets: gold (IAU), gold mining stocks (FNV), and inflation-protection (RINF). It also considers the U.S. dollar (UUP) and, in some branches, treasury exposure (TLT) to reduce portfolio drawdown. A sub-step picks the “top” asset in the risk-off group based on recent volatility, and assigns a full weight to that asset for hedging.
- The rules also include checks on market drawdown (e.g., max drawdown of SPY over a look-back period) and momentum/volatility metrics to decide if risk-off should be triggered.
- There’s a separate risk-off sub-branch that uses inverse-volatility logic and a 45-day window to guide hedging with assets like UUP and IAU, with an additional drawdown check for TLT.
- The system uses daily rebalancing, so positions are adjusted every trading day based on the latest signals.
- The whole framework aims to maximize upside when conditions align for aggressive bets and to protect capital with a diversified hedge when risk indicators worsen.
Out-of-sample edge: ~57% annualized return vs 21% for the S&P, Sharpe ~1.33, Calmar ~2.47. Higher upside with disciplined risk management—great for risk-tolerant, long-term growth seekers.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.65 | 1.02 | 0.14 | 0.38 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 537.21% | 14.06% | -1.77% | 0.2% | 0.87 | |
| 1,792,774.06% | 100.54% | 1.94% | 1.47% | 1.76 |
Initial Investment
$10,000.00
Final Value
$179,287,406.10Regulatory Fees
$233,018.65
Total Slippage
$1,662,208.07
Invest in this strategy
OOS Start Date
Dec 23, 2023
Trading Setting
Daily
Type
Stocks
Category
High risk/high reward, tactical multi-asset, momentum/volatility tilt, daily rebalance
Tickers in this symphonyThis symphony trades 9 assets in total
Ticker
Type
FNV
Franco-Nevada Corporation
Stocks
IAU
iShares Gold Trust
Stocks
QQQ
Invesco QQQ Trust, Series 1
Stocks
RINF
ProShares Inflation Expectations ETF
Stocks
SPY
State Street SPDR S&P 500 ETF Trust
Stocks
TLT
iShares 20+ Year Treasury Bond ETF
Stocks
TQQQ
ProShares UltraPro QQQ
Stocks
UUP
Invesco DB US Dollar Index Bullish Fund
Stocks
UVXY
ProShares Ultra VIX Short-Term Futures ETF
Stocks