Technology & AIResearch & Knowledge Production
Personal Portfolio Website
2026-01
Data-driven portfolio website. Features interactive visualizations, semantic content mapping, and keyboard navigation.
// LAB · 6
PROJECTS
36% RESEARCH/KNOWLEDGE PRODUCTION · 29% TECHNOLOGY/AI · 14% EMPLOYMENT/WORKFORCE DEVELOPMENT · 7% ECONOMIC POLICY/TRADE · 7% CLIMATE/ENVIRONMENT POLICY
36% RESEARCH/KNOWLEDGE PRODUCTION · 29% TECHNOLOGY/AI · 14% EMPLOYMENT/WORKFORCE DEVELOPMENT · 7% ECONOMIC POLICY/TRADE · 7% CLIMATE/ENVIRONMENT POLICY
Lab
Tools, dashboards, and reference guides.
Technology & AIResearch & Knowledge Production
Portfolio Content Analysis Pipeline
2026-01
LM-based content enrichment system for portfolio website. Built to test quick and cheap ways to tag policy research content. Powers the website tagging and visualizations.
Technology & AIEconomic Policy & TradeClimate & Environment Policy
Passive Policy Intelligence (PPI) Pipeline
with Impact Canada (Challenge Host) — 2025-11
Automated environmental scanning pipeline built for the G7 GovAI Grand Challenge. Features local vector embedding generation, RSS ingestion, and source-aware ranking.
Research & Knowledge Production
Lecture: Instructions Not Included: Finding Realistic Uses for LLMs in Public Policy Research
2025-10-31
Guest seminar for Max Bell School MPP students on practical applications of large language models in policy research. Covered LLM fundamentals, capabilities and limitations, AI integration at IRPP, and frameworks for LLM-assisted workflows in social science research.
Technology & AIResearch & Knowledge ProductionEmployment & Workforce Development
Replication Guide: Automating OaSIS Skill Assessment with DSPy
2025-05
Replication guide providing the Python/DSPy code that can be used to audit the automation risk of work activities. [add link to original study in description for website]
Government & GovernanceResearch & Knowledge ProductionEmployment & Workforce Development
Lecture: Think Tanks and the Like: Canada's Policy Research Network
2024-11
Guest lecture for Max Bell School MPP students on the role, structure, and impact of think tanks in Canadian policy making. Covered think tank typologies, the EI reform case study, and practical considerations for working in policy research organizations.