Large Language Model (LLM) based SMS Classifier

Raghav Palriwala

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Data Scientist

Fullstack Engineer

AI Application Developer

AWS

ChatGPT

Python

Aim was to segregate SMS with financial transaction information from everything else. I engineered a prompt using few shot learning on OpenAI's ChatGPT 3.5 Turbo and MistralAI's Mistral 7B Instruct. The models showcased Recall upwards of 97% and Precision more than 93%. This model saves 36 daily man hours and processed over 200 Mn SMS everyday.
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Posted Sep 13, 2024

Mistral 7b Instruct and ChatGPT 3.5 Turbo to classify SMS in multiple categories.

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Clients

Moneyview

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Data Scientist

Fullstack Engineer

AI Application Developer

AWS

ChatGPT

Python

SMS Classification using NLP and Bag of Words
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