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Economics PhD candidate in empirical economics and political economy, with a research agenda centred on using granular open data across space, time, and behaviour to study institutions, governance, and decision-making. My work combines original data construction from fragmented administrative, geospatial, remote-sensing, and behavioural sources with rigorous quantitative methods, including difference-in-differences, event studies, and high-dimensional fixed effects.
Research Interests and Methods
- Fields: Political economy; institutions and governance; applied economics; computational social science.
- Methods: Causal inference; panel data econometrics; GIS; remote sensing and night lights; administrative data; large-scale behavioural data; algorithmic benchmarking; open-source data.
Education
- University of Queensland, Brisbane, Australia.
PhD in Economics (thesis under examination; expected completion 2026), 2021-present. - Penn State University and Ibn Haldun University.
Doctoral studies in Economics, 2010-2021. - Koc University, Istanbul, Turkey.
MA in Economics, 2008-2010. - Koc University, Istanbul, Turkey.
BSc in Electrical and Electronics Engineering, 2003-2008.
Research
Job Market Paper
Working Papers
Works in Progress
- Measuring Cognition at Scale: The Association Between Ramadan Exposure and Chess Performance
- A Novel Integerisation Procedure for Population Data (with P. Wohland-Jakhar)
Research and Applied Data Experience
- Queensland Centre for Population Research (School of the Environment, UQ), Brisbane.
Senior Research Assistant, 2022-2025.- Developed a reproducible demographic estimation pipeline for the Queensland Government Statistical Office (QGSO), producing small-area (SA2) population estimates with a focus on Indigenous populations.
- Implemented a modified IPF procedure for non-full-dimensional constraint structures.
- Designed a novel integerisation algorithm converting fractional IPF outputs into integer population counts.
- Liaised with QGSO stakeholders and authored technical documentation and handover materials to support maintenance, auditability, and reuse.
- UQ International Comparisons Database (UQICD), Brisbane.
Senior Research Assistant, 2022-2025.- Refactored and documented the core R codebase supporting UQICD indicators and workflows, improving maintainability and reproducibility.
- Built data pipelines enabling user-defined regional aggregations for purchasing power parity comparisons and developed publicly available dashboards in R.
- Managed acquisition, cleaning, harmonisation, and validation of heterogeneous international datasets to support stable updates.
- Real Estate and Transport Project (Prof. Alicia Rambaldi), Brisbane.
Senior Research Assistant, 2025-present.- Acquired and cleaned large administrative property transaction data in collaboration with the NSW Valuer General.
- Integrated sales records with GTFS transport networks and GIS layers, constructing accessibility measures for econometric modelling.
- Produced distance-weighted and route-diversity indices to quantify public transport access in commercial property analysis.
- Ibn Haldun University, Istanbul, Turkey.
Research Assistant, 2018-2021.- Built text analytics and sentiment analysis workflows for social media data (Twitter API), including data collection, cleaning, and visualization.
- Supported faculty research projects.
- Penn State University, State College, USA.
Research Assistant (Prof. Bill Goffe; Prof. Vijay Krishna), 2010-2017.- Developed a Python tool to flag irregularities in assessment data, automating detection of potential academic misconduct.
- Contributed proofs for research on voting rules and welfare properties.
- Koc University (Engineering), Istanbul, Turkey.
Research Assistant, 2004-2008.- Applied pattern recognition methods to sensor data for driver identification (DRIVE-SAFE project).
- Implemented video deinterlacing algorithms for broadcast enhancement and signal-processing applications.
Teaching (Selected)
- University of Queensland, Senior Tutor / Tutor, 2021-present.
- Ibn Haldun University, Teaching Assistant, 2018-2021.
- Penn State University, Instructor of Record / Teaching Assistant / Tutor, 2010-2017.
Conference Presentations
- 38th Annual PhD Conference in Economics and Business, ANU, November 2024.
- Society for Institutional and Organizational Economics (SIOE), UNSW, August 2025.
- UQ Applied Micro Day, UQ, September 2025.
Technical Skills
- Programming: R, Python, Stata, MATLAB; working knowledge of SQL.
- Methods and Data: Causal inference; panel data analysis; administrative data; GIS; remote sensing; data scraping; algorithmic benchmarking.
- Tools: Google Earth Engine; AWS; LaTeX.
References
- Prof. Alicia Rambaldi (Principal Advisor), University of Queensland
- Dr. Haishan Yuan (Associate Advisor), University of Queensland
- Dr. Pia Wohland (Project Lead, QGSO), University of Queensland
