Seeking Skilled Development Team to Train AI for Cryptocurrency Trading (Rust Preferred, Python Accepted)
$1500-3000 USD
ปิดแล้ว
โพสต์ 11 เดือนที่ผ่านมา
$1500-3000 USD
ชำระเงินเมื่อส่งงาน
We are seeking an advanced development team with experience in AI and cryptocurrency trading to train an AI system for our trading operations. The ideal candidate will have experience in Rust, although Python is also accepted. We are open to suggestions for the AI technology or platform to be used. Our trading strategies will be a combination of technical and fundamental analysis, so experience in both areas is preferred. The project will involve training the AI system to make profitable trades in the cryptocurrency market.
We are looking for a highly skilled and experienced development team to collaborate on a project involving the training of an AI model for cryptocurrency trading. The goal is to develop a sophisticated system that can analyze historical Bitcoin price data over the past 10 years, utilizing 10 indicators to establish optimal entry and exit points for both long and short positions. The system should focus on timeframes ranging from the 5-minute chart to the daily chart.
Key Responsibilities:
1. Collect and preprocess historical Bitcoin price data, including relevant indicators and market data.
2. Engineer features and calculate technical indicators across different timeframes.
3. Define and label the data based on a specific trading strategy.
4. Select an appropriate AI model architecture and optimize its parameters for training.
5. Validate and evaluate the model's performance using testing data.
6. Conduct backtesting on historical data to refine and optimize the model's predictions.
7. Deploy the trained model in a real-time trading environment, generating entry and exit signals for long and short positions.
Requirements:
1. Strong expertise in machine learning, deep learning, and AI model development.
2. Experience with training models using financial data and technical indicators.
3. Proficiency in Rust programming language (preferred) or Python, along with relevant libraries/frameworks like TensorFlow, Keras, or PyTorch.
4. Solid understanding of cryptocurrency markets, technical analysis, and risk management principles.
5. Ability to handle large datasets and perform efficient data preprocessing.
6. Strong analytical and problem-solving skills to fine-tune the model's performance.
7. Proven track record of successful AI trading system development (portfolio or case studies).
If your development team has expertise in Rust or Python, and you believe you can undertake this project, please provide details of your skills, relevant projects, and estimated timeline and cost. We are seeking a long-term collaboration to develop and maintain this AI-based trading system.