Economics + Statistics at UBC
I use statistical learning and econometrics to study technological change, labor, and financial risk. My work uses panel data, time series, text, and images.
ESG Research Analyst Co-op at BCICapital Markets & Credit Investments (Sep–Dec 2026)
I developed context-adjusted earnings-call tone measures for investment signal research. On 1,901 held-out 2025 calls, a one-SD answer-tone residual was associated with +61.5 bps in one-day market-adjusted return, alongside positive tone-prediction OOS R² and pre-event placebo checks.
Details and materials: Sequential Tone Residualization and Abnormal Returns in Earnings CallsAs the sole RA on a faculty-led study, I compare measures of technological change and panel fixed-effects designs, using labor, occupation, and patent data to study wages and occupational sorting.
Details and materials: Age-Biased Technological ChangeI developed notebooks, courseware, and workshops for economics and social science students, applying computer vision, NLI, and sentiment analysis to historical and economic research.
Details and materials: Data science notebooks, courseware, and workshopsSep 2026–Present
British Columbia Investment Management Corporation (BCI)
Capital Markets & Credit Investments: quantitative research and portfolio environmental exposure
May–Aug 2026
UBC Sauder School of Business
Multimodal financial information extraction and analysis across media
Apr 2026–Present
UBC Sauder School of Business
Labor economics and technological change
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