-Pioneered Python-based SARIMA forecasting for Demand and Revenue
-Subject Matter Expert and trainer in Demand Forecasting
-Pioneered demand analytics using Python-based statistical methods
-Pioneered the central PowerBI supply, demand, pressure, losses, and asset dashboard of Marikina, San Mateo-Rizal, and Rodriguez-Rizal zones.
-Co-designed the 2025 CAPEX and OPEX budgets of Marikina Service Area
-Managed contractor teams to identify and repair 374 assets, including 55 mainlines
-Reduced water losses of Marikina Proper from 21.27% to 16.08% with total recovery of 2.64 million liters per day from May 2024 to august 2024
-Lead a pressure improvement project that increased billed volume by 0.14 million liters per day
-Trained four top territory management cadets
-Completed management training focused on data analytics, forecasting, team leadership, technical operations, and stakeholder management as top cadet
Train the Trainers
Manila Water Company, October 2025
Microsoft PowerBI for Data Analytics
Udemy.com, January 2025