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Computational Researcher & Software Engineer
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Assessing your cultural and operational fit
beirut-port-explosion-online-memory
May 22, 2026 – Present
Data and code for a study of how the Beirut port explosion is remembered in Lebanon-centered online discourse. The project analyzes 7,191 X and Reddit records and shows that unresolved justice and state failure dominate digital memory more than personal grief.
View Projectlebanon-crisis-communication-actionability
May 8, 2026 – Present
Data and analysis files for “Visibility Without Guidance,” a study measuring the actionability of public crisis communication in Lebanon during April–May 2026. Includes the cleaned dataset, coding framework, analysis outputs, and scripts used to audit 182 institutional communication items.
View Projectsocial-post-numbers-engagement
April 19, 2026 – Present
Python-based analysis of 15,000+ X posts examining how numeric content affects engagement. Compares posts with and without numbers across likes, reposts, and replies, with outlier-adjusted results showing strong performance differences and viral overrepresentation.
View Projectlebanon-x-ceasefire-engagement-analysis
April 18, 2026 – Present
Analysis of 1,442 Arabic-language posts on X following the April 2026 Lebanon ceasefire. Examines narrative repetition, engagement concentration, and differences between ceasefire updates and violation reports. Includes data collection, cleaning, clustering (TF-IDF), and reproducible scripts.
View Projectlebanon-media-framing-beirut-strikes-2026
April 10, 2026 – Present
Analysis of how media framed Lebanon after the April 8, 2026 Beirut strikes using GDELT headline data.
View Projectlebanon-media-search-gap
April 2, 2026 – Present
Data collection and analysis code for the study “Media Coverage vs Public Information Demand in Lebanon (March 2026)” using GDELT news data and Google Trends.
View ProjectCultural Fit Analysis
The candidate's projects are exclusively focused on social science research, particularly related to crisis communication and media analysis in Lebanon. While demonstrating strong analytical capabilities, this specific domain focus may not directly align with typical software engineering roles without further evidence of broader technical interests or contributions. The projects are all personal, indicating initiative but lacking exposure to collaborative development environments.
Soft Skills & Operational Fit
The candidate's project descriptions suggest strong analytical thinking and problem-solving skills. The focus on independent research projects indicates self-motivation and the ability to manage complex tasks. However, there is no direct evidence of team collaboration or communication skills in a professional software engineering context.