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M3 Made at: TMU Research

Heat-Pump Cost & Energy ML Model

Helped design a machine-learning model evaluating heat-pump cost and energy use for the TRCA, integrating weather data.

  • Python
  • machine learning
  • weather data
Prep time
May–Sep 2024
Spice
Status
Done

Overview

As an undergraduate research assistant at Toronto Metropolitan University, I helped design a machine-learning model that evaluates heat-pump cost and energy use. The work was done for the Toronto and Region Conservation Authority (TRCA), and the model brings in weather data.

My Role

I helped design the model as part of a research team.

TODO: list the parts you worked on yourself (data preparation, model design, testing, reporting).

Process

TODO: describe the data you used, how weather data was brought in, and the kind of model the team chose.

Results

TODO: add what the model showed or how the TRCA used it, if you can share it.

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M1

OPG Modification Portfolio

Made at: OPG

Led a portfolio of planned-outage and in-service plant modification projects under engineering change control.

  • modification packages
  • project budgets
  • vendor coordination
  • configuration management
Prep time
16 months
Spice

M2

OPG Project Reporting Tools

Made at: OPG

Built dashboards and automations used by 30+ projects across 3 departments.

  • Power BI
  • Power Automate
  • Python
  • Excel
Prep time
co-op
Spice

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