Customer profiling with Artificial Intelligence: Building Grocery Coupons from Everyday Lists using OpenAI | by Piero Paialunga | Jan, 2024

That is how I created coupons utilizing OpenAI API on Python, in a number of traces of code.

Picture made by writer utilizing Midjourney

I’m from Italy, and I only in the near past turned a everlasting resident in the US. I stay in Ohio, and I purchase groceries from a well known huge grocery firm.

One factor that sparked my consideration is that the cashiers ask the purchasers to enroll in their particular grocery card with a username and a barcode.
This grocery card is a reward for purchasers who find yourself saving more cash than folks with out the cardboard after they go and purchase their groceries.
That is additionally very good as a result of it saves cash on the fuel station adjoining to the grocery retailer.

After all, as an information scientist (and a fairly obsessed one too), I began to consider the implications of getting all my grocery checklist saved in a single card. And that makes me consider the sentence:

“Information is the brand new oil”

by Clive Humby, within the sense that, whereas for a non information scientist a grocery checklist of an individual is only a means to do some gossiping, for an information scientist it’s a means to do customer profiling of the shopper behind the grocery checklist.

Buyer profiling implies that through the use of information, we’re capable of give “responses” which are extra particular to the options of the shopper of curiosity.

Now, clearly I didn’t invent buyer profiling, and this grocery firm that I used to be speaking about does buyer profiling already.

Each weekend, in my mailbox, I see grocery coupons.
I don’t need to patronize you with what a grocery coupon is, so I’ll speak about it in a short time. They’re one thing like:

“Save 75 cents on the acquisition of a 12 oz or Bigger Brown Rice. Use it by 02/04/2021”

I’m not positive in the event that they do buyer profiling and these are buyer primarily based grocery coupons, however I’d be very stunned in the event that they weren’t.
Individuals use Machine Studying to generate coupons on a regular basis, and an article…

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