Launch a Blind AI App on the Nillion Testnet

[oceans404]

Bounty Objective

The Nillion community wants to see more Blind AI Apps. Create and launch a Blind AI application on the Nillion Testnet and provide a live link so anyone can try it. Your Blind AI App should use at least 1 Nada program with the Nada AI library to provide predictions while ensuring data privacy.

Bounty Requirements

Create a new Bind AI App using the following workflow:

1. Pick an Interesting Data Set:

   Choose a dataset that is suitable for your AI project. The dataset should be relevant and provide meaningful insights.

2. Train a Plaintext Model:

   Use your preferred AI tools to train a model on the chosen dataset. Check out examples and Google Colab links in nada-ai examples. Here are the available models:

   • Multilayer Perceptron: Available layers include Linear, Conv2d, AvgPooling2d, DotProductSimilarity, ReLU, Flatten
   • Linear Regression Model: Linear model
   • Logistic Regression Model: Linear model implementation with cleartext sigmoid and potential multiclass classification
   • Prophet: Time series forecasting model

3. Write at Least One Nada Program that utilizes the nada-ai library

   Ensure that your program integrates the trained model and is capable of making predictions.

4. Store your AI Program on the Nillion Testnet

5. Build a Blind App:

   Build a blind app that uses the compiled Nada program to obtain live, privacy-preserving predictions from your model.

   Ensure the app securely computes predictions without revealing sensitive data.

6. Host this web app demo and provide a live link so we can try it

How to Submit

Review the Terms and Conditions for Nillion Builder Bounties here.

Open source your repo and submit your bounty by creating a new discussion in Nillion’s “Show and Tell” Github Discussions Forum. For project type, choose “Builder Bounty Submission”

[pbkompasz]

@oceans404 Hi, this is my submission.

[thu142857]

Hi @oceans404 , please check my submission

[tonytrandevv]

HI @oceans404 , i have few small steps to submit. Do I am allowed to do that ?