- Investment & financial analysis
- Financial statement analysis, cash-flow and capital expenditure review, earnings-multiple valuation, investment thesis development, and scenario and sensitivity analysis
- Statistical analysis
- Conditional logistic regression, regression modeling, hypothesis testing, and interpretation of experimental results
- Software & programming
- Microsoft Excel and PowerPoint, R, Stata, Qualtrics, and Java
- Experimental & academic research
- Randomized experimental design, preregistration, literature review, questionnaire design and branching logic, CONSORT reporting assessment, and structured content classification
- Data management & reporting
- Spreadsheet reconciliation, data validation, cross-departmental collection, institutional benchmarking, and research documentation
- Communication & languages
- Research presentations, technical writing and feedback, stakeholder collaboration, public speaking, and fluency in English and French