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Long-form write-ups on analytics, quantitative research and automation.

Non-capital UK Cities with High-tech Potential

10 min read Analytics Featured

A data-driven analysis of Companies House records to identify emerging UK tech hubs outside of London. This project uses custom API scraping and SIC code filtering to rank cities by tech firm density and growth.

Data AnalyticsData ScienceData VisualizationCompanies HouseAPI Development

Zondo Reports Text Analysis

7 min read Analytics

An A-grade University of Edinburgh project utilizing Python and NLTK to analyze one exabyte of evidence from South Africa's Zondo Commission, identifying the most frequently mentioned publicly traded companies.

Data AnalyticsText AnalyticsData VisualizationPythonNLTK
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