Separating green reality from corporate fiction

Forensic methods for an age of corporate fiction

I develop novel measurement approaches that reveal what companies actually do, not what they claim. My work uses job postings, linguistic analysis of SEC filings, and machine learning to detect patterns invisible to traditional accounting methods.

Before academia, I was a Senior Corporate Tax Advisor at KPMG Hong Kong. That experience taught me how corporations construct narratives. Now I deconstruct them.

I advise regulators including the Inland Revenue Authority of Singapore, the Corrupt Practices Investigation Bureau, and the Monetary Authority of Singapore on detecting corporate misconduct.