Propens.IO

AI powered Text classification SASS

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March 2, 2020 Neural network trained

I finally got my neural network design ready and I trained it on a publicly available corpus. It worked quite well both in terms of matching the right sentiment and performance in making the right prediction. Hurrah! Now I have to work my way to a suitable Italian dictionary and word vector ( for the
teachies https://code.google.com/archive/p/word2vec/ )

1 Comment

  1. 1

    Sounds interesting. How many samples did you use to train the network?

December 17, 2019 I got a logo!

Since my design skills are very limited I hired a professional on Fiverr to design me a logo... on a budget. I'm happy with the result since it merges the speech bubble and the brain / AI themes. I think it is a good representation of what I'm going to do. What do you think?

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December 11, 2019 POC: Proof of concept

I wrap up what I have done in various experiments and put it together in a functioning API and deployed to Heroku to have a proper service running. I asked a couple of friends to test it in an early alfa stage. I Have quite rigorous metrics on how the network is performing, but I would like to understand if the service seems to be reliable to the user. Working on the landing page and the logo: design is hard!

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November 12, 2019 Registered propens.io domain

I made it real! Now That I have put real money ( :-) ) on this project I have to commit and bring it to light. I have purchased a 2 years registration so... I have plenty of time. Just kidding: I'm working on the landing page with my limited front end skills but these days there are a lot of cool themes to start with.

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July 29, 2019 Come up with the idea

I was looking to find a way to keep going with my text classification/sentiment analysis experiments and see if I could turn it into a business. I had a look at what " competitors" like Google and Amazon were offering, and I discovered that, although they have excellent products, they are really hard to use! So I had this idea for this propens.io thing: Text classification and sentiment analysis for the masses!

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About

I want to build an AI product and capitalize on my 2 years of research work on text classification