🏆 AWS AI Agent Hackathon Entry: Multi-agent HDB advisor using Amazon Bedrock AgentCore, Nova Lite, and intelligent cost optimization. Find your perfect Singapore home with AI.

🤖 Streamline HDB property recommendations with a cost-optimized, multi-agent system using AWS for intelligent data routing and analysis.

A CRUD Flask App for digitizing the tenancy renewal declaration process, built with Python Flask, MongoDB and Google Tesseract

🏠 Scrape PropertyGuru Singapore listings into Excel. Cloudflare bypass, all filters (Condo + HDB), pause/resume, 58 integration tests.

A machine learning web application that predicts resale flat prices in Singapore using historical HDB data. Built with Scikit-learn and Streamlit, the app helps buyers and sellers estimate market value through real-time predictions.

⚙️ Optimize AWS AI costs by automating resource management and reducing expenses, ensuring efficient use of cloud services with minimal effort.