The Uncomfortable Coexistence of Job Destruction and Labor shortages

Academic research papers from my MSc Economics, undergraduate studies, and independent research projects. Focused on applied economic analysis, econometrics, digital economy, international trade, and policy-relevant research.

Research deliverable developed during voluntary collaboration with Youth Advocacy Africa (YAA), Nairobi — Focusing on aligning youth-led initiatives with global funding priorities and SDG-linked donor frameworks (2025–2026).

RBI-style macroeconomic inflation forecasting system (CPI + WPI) using SARIMA, Auto-ARIMA, and policy insights.

AI governance · systemic risk · infrastructure · policy intelligence

The **Canadian Student Tobacco, Alcohol and Drugs Survey (CSTADS)** 2021–22 dataset is analyzed to explore: * Provincial variation in youth **cannabis**, **alcohol**, and **tobacco** use * The impact of **cannabis legalization** * Access networks for each substance * Regional policy implications using **geospatial** and **network** analysis

A policy and clinical discussion framework designed to complement ADOS-2 in autism and ADHD assessment pathways. It introduces an epistemic-developmental formulation layer to support differential diagnosis, triage, and proportionate intervention within NICE-aligned services.

European News Intelligence Hub with AI-powered sentiment analysis, semantic search, and automated hourly scraping from 12+ EU news sources. Real-time media monitoring for intelligence analysts.

Production-grade RAG system for Singapore government documents with OpenAI integration

Research platform exploring industrial hemp fiber and yarn potential in Bangladesh

Comprehensive analysis of U.S. healthcare access disparities using Python and advanced data visualization

Spatial analysis examining the relationship between former Indian Residential School sites and Indigenous-led infrastructure projects in Canada.

WP-2026 is a 62-document open-source policy research corpus covering sanctions enforcement law, financial intelligence, competitive statecraft, proliferation finance, counter-narcotics, terrorism financing, multi-domain operations doctrine, and threat analysis. It is organized as a modular analytical system.

Structured Human Intelligence — longitudinal behavioral governance for AI systems.

Interactive civic policy laboratory exploring pathways for Canada to achieve fiscal surplus and reduce reliance on income taxation. Combines economic simulations, collaborative idea networks, student policy labs, and institutional research tools to prototype alternative public revenue systems.