AI-Powered Delivery Post Office Identification System

Engineer's Planet2527 views

Category: Software
Organization: Ministry of Communication

Abstract: Description: Create a system utilizing AI that will determine the right delivery post office for postal items even when there is a mismatch between the indicated delivery post office name and the area PIN code.

Expected Outcome: The project will improve the accuracy and efficiency of mail delivery systems and minimize the time wastage by increasing the probability of correctly sending the intended mails to their destinations.

2 comments

NALLANA HARI KRISHNA September 19, 2024 - 2:44 pm
what technoligies are you guys used to build this?
Engineer's Planet September 20, 2024 - 12:41 pm
We used Python for building the system, leveraging machine learning models from scikit-learn to classify the correct post office based on mismatches between names and PIN codes. Key libraries include Pandas for data handling and NLP tools like spaCy for processing text discrepancies in post office names. We integrated a database like PostgreSQL for storing postal data, ensuring accuracy and efficiency in mail delivery.
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