Crypto Trading System with ML Predictions
$5000-10000 USD
Pagado a la entrega
Title: TradingView and LuxAlgo Integration with Machine Learning Pump Prediction
Description:
I’m seeking an experienced developer to help create a custom trading system integrated with TradingView and the LuxAlgo premium toolkit. The goal is to set up automated alerts, create a watchlist of crypto pairs, and utilize machine learning to predict potential market pumps with specified parameters.
Key Tasks:
1. Watchlist Creation:
Compile a comprehensive list of all future trading pairs from Binance, OKX, and Bybit. Include only pairs against USDT. Give priority to Binance: if a pair exists on Binance, do not add it again from OKX or Bybit.
Add these pairs to a TradingView watchlist.
Export the watchlist to a file for use by the notification system.
2. LuxAlgo Notification Integration:
Integrate LuxAlgo Premium toolkit on TradingView.
Configure alerts based on user-defined settings and conditions.
3. Machine Learning Pump Prediction:
Implement a machine learning model to identify potential pumps of at least a 15% price increase.
Ensure the model accounts for a maximum 3% retracement from the entry price.
Integrate these predictions into the alert/notification system.
4. Signal & Alert System:
Set up a notification system (e.g., email, SMS, or another channel) that sends signals when conditions are met.
Configure alerts for multiple timeframes, from 15 minutes to 4 hours.
Integrate both LuxAlgo signals and ML predictions into a cohesive alert system.
5. Testing & Validation Phase:
Run a test phase once the system is ready to produce at least 30 signals.
Achieve a success rate over 82% based on the defined criteria (≥15% pump with ≤3% retracement).
Final acceptance of the project depends on meeting this performance benchmark.
Requirements:
Proven experience with TradingView and Pine Script.
Familiarity with LuxAlgo or similar trading indicators.
Proficiency in machine learning for time-series/financial market data.
Experience with APIs from Binance, OKX, and Bybit.
Ability to build or integrate a robust notification system.
Preferred Qualifications:
Experience in automated trading systems or bots.
Strong understanding of crypto market dynamics and technical analysis.
Excellent communication skills and detailed documentation practices.
Deliverables:
Fully functional TradingView setup with the created watchlist integrated.
LuxAlgo alerts and configurations successfully implemented.
ML model integrated for pump predictions.
Notification system dispatching signals upon triggered conditions.
Successful completion of a test phase (30 signals, >82% success rate).
How to Apply:
Share examples of similar projects you’ve completed.
Briefly outline your approach to the ML component.
Include your estimated timeline and budget, and how you plan to meet the testing criteria.
Nº del proyecto: #38895513
Sobre el proyecto
27 freelancers están ofertando un promedio de $7991 por este trabajo
I am an experienced developer in crypto trading systems and machine learning with proven proficiency in TradingView, LuxAlgo integration, and predictive modeling. I can implement a custom trading system with automated Más
Hello, I have 10 years of experience in developing trading systems and integrating machine learning models. I propose to create an automated crypto trading system using TradingView and the LuxAlgo premium toolkit. T Más
With over a decade of experience, my team and I have successfully delivered similar projects. Our expertise in Mobile App Development, Python, PHP/MySQL, AI/ML enables us to finely execute tasks such as watchlist creat Más
Hello Mostafa, I am thrilled at the opportunity to collaborate on the development of a cutting-edge Crypto Trading System with ML Predictions integrated with TradingView and LuxAlgo. The project's key tasks encompass Más
Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, HTML5, CSS3, Java, JavaScript and C/C#/C++ programming and by strong mathematical and statistical background, have good flexibility for s Más
Dear mostafae97, I am excited about the opportunity to collaborate on this project and am committed to ensuring your complete satisfaction with the final outcome. Our team consists of experienced professionals wh Más
As a seasoned professional with an impressive 14-year background in Data Science, Machine Learning, and Python Development, I can confidently say that I would be the ideal match for your project. My knowledge of tradin Más
For this ambitious project of implementing a custom crypto trading system, integrated with TradingView, LuxAlgo, and leveraging machine learning for pump predictions, my profound experience and expertise make me the pe Más
I am excited to apply for the role of developing a custom trading system integrated with TradingView and LuxAlgo, as described in your project. With my extensive experience in trading platforms, machine learning, and f Más
Good Day! Do you have specific machine learning algorithms or tools you prefer for this project? What notification channels would you like to prioritize? With my background in Pine Script, APIs from exchanges like Bin Más
I am seeking an experienced developer or development team to collaborate on creating a custom automated trading system integrated with TradingView, the LuxAlgo premium toolkit, and machine learning for predictive analy Más
