Autonomous multi-agent system for intelligent HDB resale search — combining geospatial analytics, MRT proximity, and price intelligence using DeepAgents, LangGraph, FastAPI, Gradio UI, and MCP Toolbox. Fully Dockerized with reproducible data ingestion pipelines.

Unofficial Python package for interacting with APIs available at Data.gov.sg

Check the accuracy of NEA's 🌧 rainfall predictions

Download and convert Singapore HDB Carpark CSV to JSON files.

Script written to add longitude and latitude to Singapore school data retrieved from data.gov.sg

COE-A-Scope is an interactive data visualization project that analyzes Singapore’s Category A Certificate of Entitlement (COE) premiums. Through dynamic charts, users can explore trends in COE premiums, quotas, and bid ratios for different bidding rounds over time.

🏄 .Net Core Microsoft Bot integrated with LUIS and data.gov.sg

Use of NEA Weather Forecast API from api.data.gov.sg to visualise 24 hour weather forecast using WS2812 LED strips

Go wrapper for Data.gov.sg real-time APIs.