Data

Curated open data portals for energy, economics, and climate research.

Data Domains

Decades of building data products across energy, economy, climate, policy, trade, and high-tech supply chains.

Energy(Upstream, Midstream pipelines, Downstream)

Built and scaled data products at KAPSARC, IHS Markit, and CERA.

Economy & Finance

Developed economic and financial data platforms at KAPSARC and Global Insight.

Climate & Sustainability

Led climate data products at KAPSARC and IHS Markit.

Policy & Regulation

Delivered decision-support and policy modeling systems at KAPSARC and IHS Markit.

Trade & Shipping

Built trade flow, aviation, road and shipping data platforms at KAPSARC and IHS Markit.

HighTech & Supply Chain

Delivered product life-cycle and design data platforms across IHS, i2 Technologies, and Aspect Dev.

Geospatial(Cross-domain)

Applied geospatial data as a foundational layer across all domains and platforms.