ML Intern at 100GAJ | Hitesh Kumar

Developed a custom RAG (Retrieval-Augmented Generation) chatbot for real estate domain

Integrated chatbot with property data scraping tools using Playwright and BeautifulSoup

Implemented semantic search using vector databases for property listings

As an ML Intern at 100GAJ, I played a key role in developing an AI-powered PropTech solution that revolutionized property discovery and user interaction through a custom RAG chatbot system.

Project Overview

Built a domain-specific RAG architecture for real estate queries
Created an autonomous data processing pipeline for property information
Implemented real-time response generation for user queries
Enhanced user experience through intelligent property matching

Technical Implementation

Designed and deployed a custom RAG architecture
Integrated web scraping using Playwright and BeautifulSoup
Implemented vector database for semantic property search
Developed preference-based matching algorithms

Collaboration & Impact

Worked closely with ML Executive for system optimization
Coordinated with content team for aligned messaging
Improved customer support automation
Enhanced user engagement metrics

Key Achievements

Successfully developed and deployed a RAG-based AI system that streamlined property discovery and automated customer support. The project demonstrated the effective application of retrieval-augmented AI in the real estate sector.

View the project on GitHub →

Certificate

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