AI Customer Support Bot
AI/ML

AI Customer Support Bot

An intelligent chatbot system for automated customer support with natural language processing capabilities.

Duration: 2 months
Client: Tech Company
Project Overview

This AI-powered chatbot was developed to handle customer inquiries automatically, reducing response times and improving customer satisfaction. The system uses advanced NLP techniques to understand user queries and provide relevant responses.

Key Features
  • Natural language understanding
  • Intent recognition and classification
  • Multi-language support
  • Integration with existing systems
  • Analytics and reporting
  • Continuous learning capabilities
  • Escalation to human agents
  • API for third-party integration
Challenges & Solutions

The primary challenges were training the model with sufficient data, handling edge cases in natural language understanding, and ensuring the bot could gracefully hand off to human agents when needed.

Project Gallery
AI Customer Support Bot screenshot 1AI Customer Support Bot screenshot 2
Technologies Used

AI/ML

TensorFlowNLTKspaCyTransformers

Backend

PythonFastAPIPostgreSQL

Deployment

DockerKubernetesAWS

Monitoring

PrometheusGrafanaELK Stack
Tags
PythonTensorFlowNLPFastAPIDocker