LendW

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  Main page (default)

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  Main page (prediction result(Low risk))

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  Main page (prediction result(Medium risk))

Inspiration: Nothing inspired me, I just read the competition details and came up with an idea.

What it does: It predicts default risk for loan applicants

How I built it: I trained a machine learning model to predict default risk for loan applicants and created a simple webapp for the prototype

Challenges I ran into: The pkl file for the machine learning model was corrupted

Accomplishments that I'm proud of: I did it by myself

What I learned: I learned that I should not be relaxing to finish a project

What's next for LendW: The model that is used for this project can be better in it's performance, especially for predicting the default class.

Built With

• docker
• flask
• google-colab
• numpy
• pandas
• python
• scikit-learn