- Researched novel machine learning algorithms and considered their applications to the company use-case- Analyzed and performed feature engineering on historical drillhole datasets- Conducted experiments with different machine learning models to compare prediction accuracy- Designed a machine learning workflow which automatically determines the best features, models, and data preprocessing steps for any dataset

Spring 2023 WE Accelerate program at the University of Waterloo - Microsoft Azure Artificial Intelligence- Learned the fundamentals of Azure resources and architecture and Azure Artificial Intelligence - Achieved the Microsoft Azure Fundamentals certification- Achieved the Microsoft Azure AI Fundamentals certification- Planned Azure resources architecture to develop an AI assistant for health and medical research

- Learned and applied the fundamentals of test-driven development- Created a set of command-line tools to analyze changes in the trajectory of a drillhole- Developed an algorithm to estimate the trajectory of a drillhole using historical data - Designed an optimization algorithm to plan a set of drillholes to reach target points- Utilized and integrated open-source software into my project- Drafted a formal report outlining key observations from my analysis and my suggestions

As a Coding Instructor, I...- Taught students aged 7 to 12 fundamental coding concepts like loops, procedures, conditionals, andvariables using Scratch- Taught students advanced coding concepts like functions and arrays, and introduced Object-OrientedDesign patterns using the MakeCode Arcade platform and JavaScript- Checked in with parents to give feedback about student performance and achievementAs a Curriculum Developer, I...• Using Scratch, developed games and interactive lessons based on the Elementary Ontario MathematicsCurriculum• Developed demo projects, starter template code, and detailed lesson plans