About
Fourth-year Engineering Science student at the University of Toronto, specializing in Mathematics, Statistics, and Finance, with strong interests in quantitative finance, data science, economics, and technology. Completed two internships at Scotiabank: most recently as an Investment Banking Summer Analyst, rotating across the Consumer, Industrial & Retail Investment Banking and Equity Capital Markets (”ECM”) groups, where I supported live M&A, pitches, and equity financing transactions through valuation analyses, precedent transactions, trading comps, and the development of client-ready presentation materials. As part of my rotation with the ECM team, I developed a VBA-driven Excel model to generate option-implied risk-neutral probability distributions for equity share prices, applying the SABR stochastic volatility framework and Breeden-Litzenberger differentiation to extract market-implied outcomes. Earlier experience as a Machine Learning Intern at Pauli Group included developing a Python-based cryptographic key-to-text conversion tool for AI image generation. See below for contact information and past projects.
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