Current project - Open-source - Security/privacy workflows
CivicSec Lab
An open-source project for connecting security, privacy, risk signals, and incident workflows for civic organisations.
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Projects and research across digital rights, data systems, platform accountability, and public-interest technology.
Data engineering - Research infrastructure
Facebook Marketplace Data Pipeline
A Python pipeline for collecting, cleaning, validating, and structuring large-scale marketplace data for discrimination research.
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Platform accountability - Online harms - Elections
Elections Policy Scraper and GBV Taxonomy
Scraping workflows and a GBV taxonomy used to study harmful content and platform accountability during Pakistan's 2024 elections.
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Social data - ETL - Dashboards
Multi-Platform Social Data Harvester
A workflow for collecting and processing public social data from multiple platforms for analysis and dashboards.
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Full-stack web app - Django
SideQuestCity
A Django-based urban exploration app with quests, progress tracking, proof uploads, and a community feed.
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Misinformation - Civic information workflows
RhinoSource
A fact-checking initiative focused on team workflows, misinformation verification, and public information integrity.
View projectThe work connects software, data pipelines, policy research, and civic information workflows without making the page a long case-study archive.