Enhanced USSIF's Report on U.S. Sustainable Investing Trends by integrating new data sources and methodologies, introducing Impact Track Records for themes like carbon intensity and gender diversity.

Collaborated to develop benchmarks for water, biodiversity, and management quality, aiming to improve sustainable finance instruments at the European level.

Designed a process for measuring Scope 3 CO2e emissions more accurately, working with stakeholders to improve corporate emissions tracking.

Developed tools to enhance transparency in corporate structures using Legal Entity Identifiers (LEIs), helping investors assess ESG risks and make responsible decisions.

Developed AI tools to assess companies' progress toward climate neutrality by analyzing emissions across value chains using Natural Language Processing.

Developed a mixed-asset index integrating equity and debt from 11 markets, emphasizing cultural alignment and sustainability in investment practices.

Developed a methodology to estimate CO2 emissions for companies with incomplete reporting, creating the first sector-specific database to support climate-friendly decision-making.

Built a web crawler that monitors sustainability reporting of 2,900 German companies, providing real-time data for assessing environmental risk in financial decisions.

Assessed and promoted innovative investment practices to drive sustainability in the financial industry, with input from asset owners and academics.

Created clear standards for delivering reliable financial datasets, including multi-year historical data, ensuring transparency and independence for responsible investment.

Created tools to track global attention to the SDGs by analyzing social media data, helping stakeholders understand shifts in public focus over time

Studied the feasibility of a Scottish equity index integrating economic and cultural factors to align corporate practices with Scottish values and sustainability.