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Artificial Intelligence and RPA

DTS AI and RPA development team provides following.

Image identify and detection by Yolo2.

Image detection to classify binary value for trading market by CNN.

RNN for trading market prediction. (Stock exchange and cryptocurrency)

Arbitrage bot design

Design RPA module for bot program module.

Mind upload to collect personal knowledge using Ontology.

Autonomous Decentralized Multi-Layered Cache System Architecture for hybrid blockchain network

1)Autonomous Processing Data Field: P-DF
2)Autonomous Content Data Field: C-DF
3)Autonomous Processing Node: P-Node (L3 cache node)
4)Autonomous Content Node: C-Node (L4 cache node)


Supported RPA and AI modules

Annotated Data

Annotated Data


LSTM Architecture: It will start by implementing the LSTM cell for a single time-step. Then we can iteratively call it from inside a for-loop to have it process input with Tx time-steps.

General Visualization Analysis

Rolling Mean on Time series (Predicted and the actual prices with respect to time after training the Recurrent Neural Network model)
A rolling analysis of a time series model is often used to assess the model’s stability over time. When analyzing financial time series data using a statistical model, a key assumption is that the parameters of the model are constant over time.

RPA development

DTS AI and RPA development team provides following.

Image identify and detection by Yolo2.
Image detection to classify binary value for trading market by CNN.
RNN for trading market prediction. (Stock exchange and cryptocurrency)
Arbitrage bot design.
Design RPA module for bot program module.
Mind upload to collect personal knowledge using Ontology.

Pool node is one of RPA class

Design RPA based business to maximize the productivity of management at industry

To design of RPA based business to maximize the productivity of management at industries are following.
Office work using web services for cycling task.
Bot for trading
Bot for Recommendation
Market prediction
Customer behavior understanding

Design the RPA business model at each task and work

To design the RPA business model at each task and work, any web based models.
A few staff with a large amount of business using web such as e commerce, delivery services and education.
Automatic web design also possible to do.

Highest potential services by bot

All of computer operation may be implementable task by bot. The most potential operation by bot are following.

Products or service recommendation on website.
Trading of FX, stock and cryptocurrency including Arbitrage trade.
Any service using human operators are good chance to bot based.
Help desk, healthcare consultant, medicine supply service.
Semantic search bot, price / Value differentiation searching bot.

Bot software tool

We selected following tools of RPA.


UiPath Community Edition
RPA Express
IBM Robotic Process Automation with Automation Anywhere
Robo-Pat

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