• Assisting in conducting an Analytics Bootcamp and evaluating exam papers and providing learning support.

• Supporting a research initiative aimed at analyzing and proposing improvements for the Nutrition North Canada subsidy program.• Focused on data collection, analysis, and modeling to evaluate the program’s effectiveness in providing affordable, nutritious food to Northern and remote communities.• Contributing to the development of strategic recommendations aimed at enhancing the accessibility and sustainability of the subsidy program.

• Analyzing stocks for potential addition or removal from the Laurier Graduate Student Investment Fund.

• Collaborating on a Masters-level team project aimed at developing a machine learning model to categorize North American publicly traded companies into investable and non-investable categories based on their default probability.• Identified key variables impacting company default probabilities through extensive review of research papers; subsequently constructed a comprehensive database encompassing these variables for all companies in the Russell 3000 index over a 20-year period.•… Show more • Collaborating on a Masters-level team project aimed at developing a machine learning model to categorize North American publicly traded companies into investable and non-investable categories based on their default probability.• Identified key variables impacting company default probabilities through extensive review of research papers; subsequently constructed a comprehensive database encompassing these variables for all companies in the Russell 3000 index over a 20-year period.• Ensuring the model’s relevance and accuracy through monthly updates, providing Bristol Gate Capital Partners Inc. with a robust risk management tool to enhance informed investment decisions. Show less

• Conducted comprehensive competitor research to inform strategic planning and positioning.• Developed detailed financial projections to support long-term business sustainability.• Designed package pricing structures and contributed to the formulation of a targeted marketing strategy to increase client engagement and market share.

• Produced quarterly Value of New Business (VNB) reports for 20M USD in new business by generating Prophet cashflows, preparing inputs, and analyzing results for the Appointed Actuary.• Led the migration of VNB models for 18 products to Prophet, enhancing model accuracy and reducing reporting time from 3 months to 21 days.• Managed 30+ model updates in Excel and Prophet, ensuring accuracy and consistency with product specifications.• Facilitated VNB audits by formulating plans… Show more • Produced quarterly Value of New Business (VNB) reports for 20M USD in new business by generating Prophet cashflows, preparing inputs, and analyzing results for the Appointed Actuary.• Led the migration of VNB models for 18 products to Prophet, enhancing model accuracy and reducing reporting time from 3 months to 21 days.• Managed 30+ model updates in Excel and Prophet, ensuring accuracy and consistency with product specifications.• Facilitated VNB audits by formulating plans, clarifying cashflows, and correcting issues, supporting internal and external audit processes.• Conducted profitability analyses for digital healthcare platforms, identifying loss-generating policy terms and improving overall profitability.• Reported Annualized New Premium (ANP), prepared Catastrophe Questionnaires, and contributed to policyholder account value projections and cashflow reconciliations for audits, ensuring accurate and compliant financial reporting. Show less

• Conducted competitor research, developed financial projections, and designed pricing structures, contributing to strategic planning, long-term business sustainability, and the formulation of a targeted marketing strategy to boost client engagement and market share for a divorce mediation company.

• Co-founder• Designer• Technical manager (Managing of online sales)