Portforlio

AI Chatbot: Starhub’s Customer Support System

Portforlio

AI Chatbot: Starhub’s Customer Support System

INDUSTRY
Other
TECHNOLOGIES USED
C# Docker GCP Github Python
Category
AI Development
Duration
Country
Singapore
Team Size
16
The Challenge and Objectives

Build a customer support chatbot system with the following functions:


– Perform Q&A related to Starhub services, company, events …
– Help user to perform business operations like register/modify new mobile/tv/internet plans, manage mobile infos, register account from 3rd parties services.
– Collect key infomation about the user while chating (names, location, phone number, gender …) to handover to customer support employees should the bot failed to perform an operation for the user.

The Solution

Use a NLP core system to:


– Detect user intents from chat message using intent classification
– Build a chatbot management system to manage chatflows, answer for Q&A, logics of business operations
– Extract key informations from chat messages using entity extraction.
– Tag the conversation for faster filtering & search.

Case Study

Mobile App

Centry Copepush Jest NodeJS React Native

Cloud & DevOps

AWS Azure PHP Python React Native Ruby

Mobile App

Kotlin-Java RealmDB Socket IO Swift
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