You will get AI agent that can improve your traiding strategy.
Project details
Are you looking to maximize the performance and efficiency of your strategies using cutting-edge AI techniques? This project focuses on leveraging advanced artificial intelligence and machine learning models to fine-tune and optimize parameters in complex systems, ensuring the best possible outcomes.
With expertise in AI-driven optimization, I will:
Analyze your current strategy or system to identify key parameters.
Use machine learning algorithms (e.g., genetic algorithms, reinforcement learning, or neural networks) to test and refine parameter combinations.
Deliver actionable insights, clear reports, and optimized settings tailored to your specific goals.
Whether you're working in trading, marketing, operations, or another domain, this project will provide data-driven solutions to improve performance and minimize inefficiencies. Let's collaborate to unlock the full potential of your strategies with the power of AI.
Feel free to reach out with details about your project or any questions!
With expertise in AI-driven optimization, I will:
Analyze your current strategy or system to identify key parameters.
Use machine learning algorithms (e.g., genetic algorithms, reinforcement learning, or neural networks) to test and refine parameter combinations.
Deliver actionable insights, clear reports, and optimized settings tailored to your specific goals.
Whether you're working in trading, marketing, operations, or another domain, this project will provide data-driven solutions to improve performance and minimize inefficiencies. Let's collaborate to unlock the full potential of your strategies with the power of AI.
Feel free to reach out with details about your project or any questions!
Machine Learning Tools
Keras, Python, PyTorch, SciPy, TensorFlowWhat's included $400
These options are included with the project scope.
$400
- Delivery Time 7 days
- Number of Revisions 2
- Number of Model Variations 1
- Number of Scenarios 1
- Number of Graphs/Charts 2
- Model Validation/Testing
- Model Documentation
- Source Code
About Igor
AI Specialist | Data Scientist | Market Analytics Expert
Saint Petersburg, Russia - 4:57 am local time
Key Highlights:
Automated Trading for Binance: Contributed to a fully automated trading system utilizing neural networks and advanced ML tools for real-time market analysis and strategy optimization.
Market Analysis Innovation: Designed a framework for processing order book data and developed 20+ proprietary indicators to identify key market levels and breakthrough probabilities.
Custom Neural Networks: Created architectures for regression and classification, integrating probabilistic methods like Bayesian models and quantile regression to improve prediction reliability.
Reinforcement Learning in Trading: Developed a self-learning trading AI that autonomously evaluates risk and optimizes decisions through simulated environments.
Core Expertise:
ML & Data Tools: TensorFlow, PyTorch, Scikit-learn, Pandas, Numpy.
Algorithmic Trading: Backtrader, Gymnasium, Stable-Baselines3.
Data Engineering: ClickHouse, Docker Compose.
Visualization: Matplotlib, custom analytics tools.
Work Philosophy:
Tailored Solutions: Expertise in creating bespoke neural network architectures and metrics for complex tasks.
Team Collaboration: Bridging technical and domain expertise for seamless teamwork.
Innovation-Driven: Passionate about integrating real-time analytics for better predictive accuracy.
Let’s collaborate on AI-driven financial systems or explore innovative projects!
Steps for completing your project
After purchasing the project, send requirements so Igor can start the project.
Delivery time starts when Igor receives requirements from you.
Igor works on your project following the steps below.
Revisions may occur after the delivery date.
Analyzing strategy
Conditions to open and close the positions. Indicators needed. Risk parameters.
Matching hystorical data
Matching ticks as labels with your strategy by backtesting.