Aryan Pathak
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AI-Powered Complaint Management & Chatbot System

PythonFlaskTensorFlowRasaScikit-learnLLM APIs

The Problem

Manual complaint handling systems are slow, inefficient, and lack intelligent prioritization.

The Solution

Developed an NLP-driven chatbot integrated with Retrieval-Augmented Generation (RAG) pipeline for contextual responses and automated ticket creation.

Architecture

Conversational AI backend with LLM API integration, in-app memory retention, analytics dashboard, and automated workflow engine.

Role

AI Systems Engineer

Impact

Reduced response latency and improved ticket resolution efficiency through intelligent classification and semantic retrieval.

Lessons I Learned

RAG pipelines dramatically enhance chatbot accuracy while reducing hallucination in production systems.