K2bPetroleum – Petroleum Industry Expert Community (2005 – 2006)

Collaborating with a senior petroleum consultant (former director at IFP) and a scientific expert, this initiative designed a digital community platform for oil and gas specialists. The core technical challenge involved qualifying expert skill profiles through quantitative and semantic analysis of web-extracted data, tackling pioneering search and intelligent entity resolution problems typical of the mid-2000s web.