1. Service Overview

The ai Swing X™ team develops automated crypto investment systems for individual investors.

We provide customized systems that reflect your investment style, goals, and strategy.

2. Key Features

• AI-based buy/sell timing recommendations
• Custom strategy implementation and automation
• Real-time portfolio tracking
• Strategy backtesting and profit analysis
• Exchange API integration (Upbit/Coinbase, etc.)

3. Development Expertise

We provide reliable development services using proven technology from the ai Swing X™ platform.

• Backend: FastAPI / Flask (Python)
• Frontend: Vue.js / HTML
• DB: PostgreSQL
• Strategy simulation & automation: Python-based AI modules

4. Development Process

• Phase 1: Requirements gathering and consultation
• Phase 2: System design and quote
• Phase 3: Custom development and testing
• Phase 4: User guide and maintenance support

5. Inquiries & Development Requests

If you are interested in building a personal automated investment system, please contact us below.

Email: aiswingx.com@gmail.com

6. Strategy Design Guide & Improvements

A strategy design guide to address the issue of profits only in bull markets and losses in bear markets.

① Market Filtering Strategy: Distinguish bull/bear markets by comparing 20-day/60-day moving averages of market trends (e.g., S&P500, Nasdaq, Bitcoin) to determine when to apply strategies.

② Trend Reversal Strategy: Add bounce-capture strategies when RSI falls below 20 or price breaks below the Bollinger Band to seek opportunities in bear markets.

③ Long/Short Mixed Strategy: Consider short (sell) position strategies in addition to long (buy) strategies for volatility response (※ Upbit does not support short positions).

④ Automatic Cash Allocation: Automatically increase cash allocation when market volatility rises for risk management, and expand positions in bull markets.

⑤ AI-based Market Prediction Strategy: Use machine learning models (LightGBM, XGBoost) to predict up/down probability and select appropriate strategies.

⑥ Strategy Combination & Conditional Execution: Combine the above strategies with conditional execution for stronger situational response.