Supporting the maintenance and development of the National Building Database (NBD) project, with a focus on integrating new data related to the nondomestic building stock, including health and education sectors.Assisting with the management of large datasets through data loaders, ensuring the database is up-to-date and accurate for research on building energy performance.Collaborating with project teams to improve the database's usability and relevance for stakeholders in academia, industry, and government.

Machine learning and data-driven research in the field of building services engineering and collate the ongoing project tasks at the Energy Systems and Sustainable Cities Lab, University of Victoria | Presented project updates to stakeholders and updated project tasks and milestones based on the feedback from the project partners | Identified appropriate real-time datasets (COMSTOCK, Building GENOME), data representation techniques and developed machine learning applications according to different project requirements | Supported the development of a Python-based open source platform to conduct surrogate modeling of building physics using a Git-based platform (GitLab) and Python libraries such as TensorFlow and scikit-learn | Extended existing Machine learning libraries at the lab and built new components and models to incorporate extensive building physics and thereby, enable the addition of new functionalities by interacting with software developers in the lab | Created dashboard visualizations using Python to represent the residential building stock for the city of Victoria, B.C.

Energy system integration partnership programme (ESIPP) research project with a focus on supervisory and control infrastructure for forecasting of heating energy consumption of commercial buildings. Forecasting models use an integration of data-driven and physics based modeling of commercial buildings.

Research affiliate in the Building Technology and Urban Systems division.

Involved in the design of a novel battery management System for lithium ion batteries.

Summer Research Project at Instituto Superior Tecnico on the development of a Vanadium Redox flow Battery. Project included the study of literature along with extensive working hours in lab to build the prototype.

The training included the introduction to the flow of electricity across the Indian Territory. A great experience to learn, on how mind and man power are managed to provide lifeline to Northern India.