La Trobe Energy Analytics Platform (LEAP)
- RoleData Scientist
- ClientLa Trobe University
- PeriodJan 2023 - Jan 2024
Cloud forecasting platform supporting campus-wide energy optimisation.
Data
Energy consumption, generation, and emissions data across multiple campuses.
Objective
Forecast energy usage and optimise building operations in real time.
Outcomes
- Developed and deployed a cloud-based analytics platform for forecasting and scenario modelling.
- Enabled optimisation of energy consumption and supported sustainability initiatives across the university’s campuses.
Tech
Azure, Databricks, XGBoost, PyTorch, MLFlow.
Stack
- Azure
- Databricks
- XGBoost
- PyTorch
- MLFlow