A series of ArcGIS Desktop Add-ins used in the ArcGIS for Local Government editing maps.

A machine-readable format for storing and sharing water rate structures.

Easily compare the revenue, equity, and demand implications of different water rate structures.

End-to-end water data platform built with PySpark, a Medallion Lakehouse, and DataOps principles (CI/CD, Testing). A local-first, containerised data platform (Docker). A governed Medallion Lakehouse with (Data Quality), and DataHub (Governance). Features Medallion architecture, automated data quality, and CI/CD.

CSRD-aligned double materiality assessment for Aqualia — IE Sustainability Datathon 2026. Monte Carlo matrix, ESRS gap heatmap, €500M green bond roadmap.

Power BI dashboard that tracks and visualises non-revenue water (NRW) metrics, pinpointing losses, analysing leak zones, and monitoring reductions over time to support actionable decisions.

Home Assistant integration for Delaware County Water Authority - Track water usage and costs with Energy Dashboard support

Eversource Energy is the largest energy delivery company in New England, providing electric, natural gas, and water service to millions of customers in Connecticut, Massachusetts, and New Hampshire.

Python optimization framework for municipal water utility demand response. Models a three-facility system (GWTP, WWTP, lift station) as a triple-battery against ERCOT day-ahead prices using MILP (Pyomo/GLPK) and NMPC (do-mpc/CasADi/Ipopt). ENG 573 Capstone, UIUC MEng Energy Systems, Spring 2026.

American Water Works Company is the largest publicly traded U.S. water and wastewater utility company, providing drinking water, wastewater, and other related services to approximately 14 million people in more than 1,700 communities across 14 states.

self-hosted maps application that requires no internet connection