Projects
Strategic Segmentation & Machine Learning for the UK Housing Market
Data science project with Arda KΔ±rayoΔlu.
We analyzed over 180,000 property transactions from the UK Land Registry (2015β2025) to evaluate real estate investment strategies for a private equity client. The project combined K-Means Clustering for market segmentation and Random Forest Regression for intrinsic value modeling. Key findings emphasized that location explains over 70% of price variation, supporting a geographically targeted investment strategy.
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SVAR Model on Empirical Setting
A technical project on Time Series Analysis, where I built a VAR simulation tool to examine structural shocks in macroeconomic data using Stata and economic datasets.
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Literature Review on Factor Models and Asset Pricing Models
A small version of a Literature Review on CAPM, Fama&French Models and modern versions of factor models.
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VAR Model Simulations in Macroeconomics
A one pager project on empirical validation of Permanent Income Hypothesis, where I built a SVAR simulation tool to empirically validate in a sample data using Stata..
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Exorbitant Privilege: Whether it exists?
A report paper written for International Finance course, exploring the concept of the "exorbitant privilege" and its implications for U.S. monetary dominance in the global financial system.
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