NFI_ProAI_v2 Strategy: "AI Evolution Edition"
Nickname: ProAI v2 — The intelligent evolution bridging the gap Role: NFI Series ProAI v2 — AI-assisted trading, the advanced version Timeframe: 15 Minutes
1. What's This Strategy?
Simply put, NFI_ProAI_v2 is the second version of the ProAI family:
- AI algorithms optimized from v1
- More reasonable risk control parameters
- Less complex than v3, more powerful than v1
Think of it as an evolved strategist: "I fixed all the bugs from v1, my AI is smarter, but I'm not as flashy as v3" 🤖
One-Line Positioning
"Whatever v1 can do, I do better. Whatever v3 can do, I can do most of — but I use less resources" 😎
2. Core Settings: "More Stable and Accurate"
Take-Profit Rules (ROI Table)
0-35 minutes: Exit at 12% profit
35-75 minutes: Exit at 8% profit
75-140 minutes: Exit at 4% profit
140+ minutes: Exit at 2% profit
Translation:
- v1 needed 14% to be satisfied? I'm happy with 12%
- The longer you wait, the lower the expectation — a pragmatist's approach
- Tiered exits, no greed 💰
Stop-Loss Rules
Hard stop-loss: Cut at -11% loss
Trailing stop: Start tracking after +4% gain, lock in at 7%
Translation:
- v1 cut losses at -12%? I cut at -11% — more protective
- Start locking profits at +4%, earlier than v1's +5%
- When it's time to run, I run 🏃
3. Entry Conditions: Sorted for You
This strategy combines AI and traditional technical analysis, categorized into 3 groups:
🤖 Group 1: AI-Enhanced Signals
Core Logic: AI says buy, AND traditional indicators agree, THEN we place an order
Plain English:
"AI ran the numbers and said buy. But I don't trust AI alone — RSI, Bollinger Bands all need to nod in agreement too"
Features:
- Optimized AI model, smarter than v1
- Traditional indicator double confirmation
- Multi-period trend verification
📈 Group 2: Classic NFI Conditions
Core Logic: Traditional technical analysis — RSI, Bollinger Bands, Moving Averages
Plain English:
"AI is great, but we can't abandon the old ways"
Representative Conditions:
- RSI oversold → Bottom-fishing signal
- Bollinger lower band support → Price hit bottom
- Volume confirmation → Someone's buying
🔬 Group 3: Pattern Recognition
Core Logic: Read candlestick shapes to find breakout points
Plain English:
"Head and shoulders, double bottom, triangle breakouts — old-school pattern traders"
Representative Conditions:
- Reversal pattern detection
- Key support breakouts
- Moving average golden cross confirmation
4. Protection Mechanisms: 4 Layers of "Life Insurance"
Each entry condition comes with a full set of protection parameters, like putting on 4 layers of body armor:
| Protection Type | Function | Plain English |
|---|---|---|
| Trend filtering | Multi-period EMA judgment | "Don't buy if the big trend is wrong" |
| Volatility protection | ATR dynamic threshold | "Too bumpy? Don't get on board" |
| Momentum confirmation | RSI + AO combination | "No energy left? Don't chase" |
| AI signal filtering | Confidence model | "AI has to think it's reliable" |
Commentary:
v1 had 4 layers of body armor, v2 optimized those 4 layers — lighter and more breathable 🛡️
5. Exit Logic: How Much Profit Before We Run?
5.1 Tiered Take-Profit: Lower Targets the Longer You Wait
First 35 minutes: Target 12%
35-75 minutes: Target 8%
75-140 minutes: Target 4%
After 140 minutes: Target 2%, just break even
Plain English:
- Just entered: "I want 12%!"
- Waited a bit: "8% is fine too..."
- Waited too long: "I'll take 4% and run"
- Waited forever: "2% works, just don't lose money"
Improvement over v1:
v1 aimed high, wanted 14%; I'm pragmatic, 12% is good enough 😌
5.2 Special Scenario Exits
| Scenario | Trigger Condition | Plain English |
|---|---|---|
| Trend reversal | Breaks below key moving average | "Big brother says it's bad, run!" |
| Momentum weakening | AO crosses below zero | "No steam left, get out" |
| AI exit | Model confidence drops | "AI says something's off" |
| Hard stop | Loss exceeds 11% | "Survival first" |
5.3 Trailing Stop
Plain English:
"After I make 4%, I watch the screen closely. If I pull back 3% from the high, I run"
Comparison with v1:
- v1: Starts tracking at +5%
- v2: Starts tracking at +4% → Locks in profits earlier ✅
6. This Strategy's "Personality"
✅ Pros
- Well-balanced: Better than v1, simpler than v3 — the middle ground wins
- Tighter risk control: Stop-loss at 11% (v1 was 12%), more protective
- Earlier tracking: Starts trailing at +4%, locks profits faster
- Pragmatic targets: 12% ROI vs v1's 14% — more achievable
⚠️ Cons
- Transitional version: Caught between v1 and v3, a bit awkward
- Still resource-hungry: AI module still needs computing power
- Overfitting risk: AI's old problem — past performance doesn't guarantee future results
7. When to Use It?
| Market Environment | Recommended Action | Reason |
|---|---|---|
| 📈 Trending up | Full power | AI catches trends + trailing locks profits |
| 🔄 Ranging market | Selective participation | Improved risk control, decent in ranging |
| 📉 Declining market | Short or stand by | Timely stop-loss, can try shorting lightly |
| ⚡ Extreme volatility | Reduce or pause | AI may fail, don't fight it |
8. Summary: How Does It Really Stack Up?
One-Line Review
"v1 upgraded — everything that needed optimizing was optimized, nothing unnecessary was complicated" 👍
Who Should Use It?
- ✅ Those who want AI assistance but find v3 too complex
- ✅ v1 users looking to upgrade
- ✅ Those who prioritize risk control and stability
- ✅ Those with some quantitative trading basics
Who Should NOT Use It?
- ❌ Complete beginners (learn basic strategies first)
- ❌ Those who want the simplest strategy (AI module isn't simple)
- ❌ Those without a VPS or server (computing has overhead)
- ❌ Those chasing extreme performance (v3 is stronger)
My Recommendations
- Upgrade from v1: If v1 is working okay but you want to optimize, v2 is a good choice
- Start small: Test with small capital first, don't go all-in
- Compare via backtesting: Run v1, v2, and v3 backtests all at once, pick what fits your pairs best
9. What Markets Does This Strategy Profit In?
9.1 Core Logic: AI + Risk Control Both Evolved
NFI_ProAI_v2 is the advanced version of the NFI intelligent family. More code than v1 but less than v3, just right.
Its profit-making philosophy:
- AI helps pick signals, but we don't blindly trust AI
- Risk control stricter than v1, faster stop-losses
- Targets more pragmatic, no grand ambitions
9.2 Performance in Different Markets (Plain English)
| Market Type | Rating | Plain English Explanation |
|---|---|---|
| 📈 Trending up | ⭐⭐⭐⭐⭐ | AI is great at catching trends, trailing locks profits |
| 🔄 Ranging market | ⭐⭐⭐⭐☆ | With improved risk control, decent in ranging markets |
| 📉 Declining market | ⭐⭐⭐⭐☆ | Stop-loss is timely, preserves capital |
| ⚡ Extreme volatility | ⭐⭐⭐☆☆ | AI may get embarrassed, reduce positions |
One-line summary:
"Trending markets are the home turf, ranging is tolerable, extreme situations we back off" 🎯
10. Running This Strategy? Check These Configs First
10.1 Pair Configuration
| Config Item | Suggested Value | Commentary |
|---|---|---|
| Number of pairs | 5-15 | Don't overdo it, AI module has computing overhead |
| Timeframe | 15 minutes | Stick with it, don't change |
| Exchange | Major exchanges | Need good liquidity |
10.2 Key Config Settings
# Core parameters (don't change easily)
minimal_roi:
0: 0.12 # 12% first-tier
35: 0.08 # 8%
75: 0.04 # 4%
140: 0.02 # 2%
stoploss: -0.11 # 11% stop-loss
trailing_stop: true
trailing_stop_positive: 0.04 # Start tracking at 4%
trailing_stop_positive_offset: 0.07 # Lock at 7%
10.3 Hardware Requirements (Important!)
This strategy has an AI module and has resource demands:
| Number of Pairs | Minimum RAM | Recommended RAM | Experience |
|---|---|---|---|
| 5-10 | 2GB | 4GB | Smooth |
| 10-20 | 4GB | 8GB | Adequate |
Warning:
Old computers or small VPS may lag — don't blame the strategy for being slow 😅
10.4 Backtesting vs Live Trading
Must-do checklist for live trading:
- Historical backtesting: At least 6 months of data
- Paper trading: Run for 1-2 weeks first
- Small-capital live trading: Verify with small positions
- Gradually increase: Add capital only after confirming stability
Don't go all-in from the start, even great AI strategies need a break-in period!
11. Bonus: How to Choose Between v1, v2, and v3?
| Comparison Item | v1 | v2 | v3 |
|---|---|---|---|
| AI complexity | ⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ |
| Risk control strictness | ⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ |
| Resource consumption | ⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ |
| Learning curve | ⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ |
| Signal quality | ⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ |
Selection advice:
- Beginners: Don't use ProAI series yet, learn basic strategies first
- Intermediate: v2 is the best balance
- Experts: v3 has the best results but is most complex
12. Final Thoughts
One-Line Review
"The ProAI family's 'second son' — more stable than big brother (v1), lighter than little brother (v3)" 🎖️
Who Should Use It?
- ✅ v1 users looking to upgrade
- ✅ Those wanting AI assistance but fearing complexity
- ✅ Those seeking balance between risk control and returns
- ✅ Those with some VPS resources
Who Should NOT Use It?
- ❌ Complete beginners
- ❌ Those chasing simplicity
- ❌ Those without server resources
- ❌ Those unwilling to learn about AI concepts
Manual Trader Advice
If you're trading manually, use v2's signals as reference:
- AI signals as a "second opinion"
- Combine with your own judgment
- Pay attention to stop-loss discipline (11% is the hard line)
⚠️ Final Warning (Must Read!)
Backtesting Looks Great, Live Trading Requires Caution
NFI_ProAI_v2's historical backtesting often looks very good — but there's a trap:
AI strategies easily "fit" the optimal solution for past market conditions, but that doesn't guarantee future profitability.
Simply put: A champion who memorized all the answers might still fail the real exam 😅
Hidden Risks of Complex Strategies
In live trading, AI strategies can cause:
- Calculation timeout: AI modules are computationally heavy, weak servers will lag
- Model failure: Markets change, AI's "experience" may become outdated
- Overfitting: Good historical performance may not hold up in the future
- Data dependency: Poor data quality = poor AI output
v2-Specific Risks
As a "middle version," v2 has its own issues:
- Awkward positioning: May be replaced by v3, less active maintenance than v3
- Feature tradeoffs: Some useful features may have been cut for complexity balance
My Advice (Genuinely)
1. Don't be fooled by the AI name — AI is not all-powerful
2. Backtest first — at least 6 months of data
3. Paper trade for 1-2 weeks, confirm stable operation
4. Start with small capital — money you can afford to lose
5. Compare v1 and v3 performance — pick the version best suited to your trading pairs
Remember: No matter how smart the strategy, the market doesn't give warnings. Test with light positions, survival is what matters! 🙏
Final reminder: v2 is the advanced version, not the final version. Choosing a version that fits your skill level and resources matters more than chasing "the newest and strongest."