Research & Coursework

Selected academic work spanning animal welfare and economics.

R

Dairy Cow Training for Automatic Milking Systems

UBC Animal Welfare Program (Qi, I, Heinsius, J, von Keyserlingk, M.A.G., & Weary, D.M.) - Submitted November 2025
📝 Manuscript Under Review - Journal of Dairy Science

Research investigating the effectiveness of positive reinforcement training (PRT) in helping dairy cows transition to automatic milking systems (AMS). Using mixed-effects models in R, analyzed how individual variability in training performance predicts post-transition AMS usage patterns and adaptation success.

Mean Daily Max Visit Interval by Treatment and Week Training Performance vs Post-Transition AMS Usage
📄 Manuscript Under Review
📊 View Data & Code
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Chilean Energy Transition

FRE 528 - Fall 2025

Econometric analysis of household heating choices in Chile, examining the transition from traditional firewood to modern energy sources. Used data from the CASEN surveys (2015-2022) combined with geospatial data from Hansen et al. (2013), applying methodology by Fercovic et al. (2024) to analyze the relationship between income, rural vs urban households, and heating fuel choice.

Firewood Usage by Income Quintile Model Fit Analysis
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Gravity Model Analysis

FRE 502 - Fall 2025

Econometric analysis of international trade flows using gravity model methodology. Examined the relationship between trade volumes, economic size, and geographic distance across multiple countries.

OECD Trade vs Distance Analysis
Excel
PowerBI

General Mills Strategic Consulting

FRE 516 - Fall 2025

Comprehensive strategic consulting project for the company General Mills, providing insights and recommendations across financial, environmental, social, and governance dimensions, concluding with an integrated recommendation for long-term growth and resilience.

Team Logo
Python

Coffee Futures Analysis

FRE 501 - Fall 2025

Quantitative analysis of coffee futures markets, examining price dynamics, volatility patterns, and trading strategies. Applied time series analysis and derivatives pricing models to commodity futures data (Arabica vs Robusta).

Coffee Futures Analysis
Python

Kyle's Lambda Market Microstructure

FRE 501 - Fall 2025

Implementation and analysis of Kyle's Lambda model for measuring market impact and price discovery. Examined information asymmetry and trading costs in financial markets using high-frequency trading data.

Kyle's Lambda Analysis
R

Systematic Spread Trading Strategy

FRE 501 - Fall 2025

Development and backtesting of systematic spread trading strategies across multiple asset classes. Applied statistical arbitrage techniques and risk management frameworks to identify market inefficiencies.

Spread Trading Strategy Performance
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Spark Spread Analysis

FRE 501 - Fall 2025

Analysis of spark spreads in electricity markets, examining the relationship between electricity prices and natural gas costs. Applied energy derivatives pricing and power market fundamentals to evaluate trading opportunities in the electricity sector.