// LAB · 4 PROJECTS

43% PUBLIC POLICY/GOVERNANCE · 14% HOUSING/COMMUNITY · 14% ECONOMY/AFFORDABILITY · 14% RESEARCH/INNOVATION · 14% LABOUR/WORKFORCE

Lab

Tools, dashboards, and reference guides.

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Research & Innovation

Extracting Topics from (My) Research Products Using Language Models

2026-01

An experiment in automated research tagging using NLP and embeddings.

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Research & Innovation

Building This Site

2026-01

A portfolio website powered by a personal knowledge base.

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Public Policy & GovernanceResearch & Innovation

Passive Policy Intelligence (PPI) Pipeline

with Impact Canada (Challenge Host) — 2025-11

Demonstrates 'data sovereignty' approach to AI for government - runs entirely on-premise without external API calls, using local embeddings and vector search for policy document discovery

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Labour & WorkforcePublic Policy & Governance

Replication Guide: Automating OaSIS Skill Assessment with DSPy

2025-05

Technical companion providing the Python/DSPy code used to audit the automation risk of work activities.

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Housing & CommunityEconomy & AffordabilityPublic Policy & Governance

US Export Exposure Dashboards

with IRPP Communications Team — 2025-03-13

Suite of interactive dashboards showing which Canadian communities have workforces most dependent on exports to the United States, built as rapid response to tariff threats

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Scotiabank Caribbean Fleet Tracker

2019-08

Excel/VBA application providing real-time dashboards for ATM inventory management across Caribbean operations