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Developed an email monitoring bot utilizing NLP for flagging potential leads, Azure Cognitive Services OCR for Foreign Identity Verification checks through attachments, and SMTP for sending appropriate replies achieving an accuracy rate of approximately 85% with the NLP model accurately processing the email contents.

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PrachetShah/Karla-Bot

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Karla-Bot

Open-Source Email Automation Bot/Tool generalised for Real Estate Business Owners to identify whether a client mail is potential lead to them or not based on NLP and reply them accordingly using SMTP. It also verifies documents submitted by them using OCR and checks the eligibility of client to purchase real estate and identity verifification

Structure

  1. Flagging of Email - Flow and Criteria mentioned in (Email Flagging) Subdirectory
    Based on flow and criteria email is flagged as potential Lead or Not using NLP by fetching all the emails from real estate agent's inbox

  2. Email Automation
    Based on Lead or Not, it does identity checks through given documents in mail and based on response, it sends relevant mail to potential buyers and asks to submit more docs and gives them a confirmation

About

Developed an email monitoring bot utilizing NLP for flagging potential leads, Azure Cognitive Services OCR for Foreign Identity Verification checks through attachments, and SMTP for sending appropriate replies achieving an accuracy rate of approximately 85% with the NLP model accurately processing the email contents.

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