You will get self hosted Ai trading agent
Project details
I have been working on a custom reinforcement learning based Ai trading bot for two years. I used python, openai gymnasium, modified PPO, tensorflow, sklearn, scipy, yahoo finance & polygon.
It automatically avoids any noise or volatile confusing directions during training. It denoise training targets to prevent any destabilization of models. Project is on optimization of params and unit testing stage. There will be two RL Agents. main agent is entirely custom. 2nd agent is being created to perform buy sell hold do nothing actions based on the prediction from 1st agent
It automatically avoids any noise or volatile confusing directions during training. It denoise training targets to prevent any destabilization of models. Project is on optimization of params and unit testing stage. There will be two RL Agents. main agent is entirely custom. 2nd agent is being created to perform buy sell hold do nothing actions based on the prediction from 1st agent
Machine Learning Tools
Keras, Python, SciPy, TensorFlowWhat's included $29,000
These options are included with the project scope.
$29,000
- Delivery Time 70 days
- Number of Revisions Unlimited
- Number of Model Variations 2
- Number of Scenarios 1
- Number of Graphs/Charts 3
- Model Validation/Testing
- Data Source Connectivity
- Source Code
About Sudipta
AI trading bot developer
Kolkata, India - 9:54 am local time
I specialize in Python-based execution engines and machine-learning–driven strategies, including custom reinforcement learning (OpenAI Gymnasium, PPO variants) and XGBoost/TensorFlow models designed to remain stable in noisy and skewed training dataset.
Tech Stack: Python • TensorFlow/Keras • XGBoost • OpenAI Gymnasium • NumPy/Pandas • Exchange & Broker APIs
If you need a developer who understands both quantitative modeling and live trading execution, I can help turn your ideas into production-ready automation.
Steps for completing your project
After purchasing the project, send requirements so Sudipta can start the project.
Delivery time starts when Sudipta receives requirements from you.
Sudipta works on your project following the steps below.
Revisions may occur after the delivery date.
development of main RL project that predict future n number of bars
2. risk management model to further reduce loss