At Abatable, I own the data behind advisory work and public reports, and built the CORSIA supply-and-demand model and forecasting products that opened a new aviation service line.
I migrated core models from standalone Excel into a database-linked environment using Metabase and SQL. I defined the market logic to preserve, reconciled outputs against the original models, and built dashboards that made data more accessible to internal teams.
I also use Claude connected to the market database via MCP to analyse market data, validating outputs against source data and market knowledge. I work with product and engineering teams on data schemas and ingestion, and support commercial teams with market knowledge for client calls.
Previously, at McKinsey & Company and Vivid Economics, I contributed to carbon-market analytics, climate-policy assessments, and emissions-market research. Earlier, at CIEP, I worked on public-budget analysis in energy and environmental policy and published research bulletins.
