Nillion
[Nada_AI] Blind AI App using Prophet Model predict the trend of crypto coin prices #115
thu142857
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Show and tell project type
Builder Bounty Submission
Github Repo Link
https://github.com/thu142857/nillion-timeseries-blindapp
Video Walkthough Link
Video Video
Project Description
This app leverages Nillion's technology and Nada programing to enable secure and private model execution. Users can upload their models, use them without revealing any sensitive data, and pay based on usage.
What problems does your project solve? How does it preserve privacy for users?
Problem 1: The problem is that I need an advisor that can tell me what the market trend is in the next 24 hours
Solution 1: This blindapp can be used to predict the price trend of any crypto coin using the Prophet model
Problem 2: When using the timeseries model like Prophet model to predict, there is another problem that will occur: the market price must be updated as soon as possible. Therefore, it is necessary to keep the model continuously updated
Solution 2: Therefore, this app can allow users to upload their pre-trained model so they can use the model with the latest data and their data can be secured thanks to Nillion's technology.
How does the project use Nillion? Describe and link to any Nada programs
We use Nada program to predict price trends of crypto coins using Prophet model uploaded by users
Link: https://github.com/thu142857/nillion-timeseries-blindapp/blob/main/timeseries-predict/src/coin_predict.py
Is there anything else you want to share?
During construction, I encountered some difficulties in using variables that I wanted to store from the outside into the nada program rather than saving them as a constant. In addition, I also have some questions about the data types of Date and Time in the Nada program. After this program, I will create a topic to discuss these issues.
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Optional - Team ETH Address(es)
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