Karine is an experienced geoscience data management professional with over 20 years in the oil and gas industry, she has supported geoscientists in both office and field environments across various parts of the world. Passionate about implementing new tools and processes to improve efficiency and productivity, she has a proven track record of success in solving challenging technical problems.

Karine has assisted scientists and engineers in using measuring instruments in exploration and production activities to obtain data indicating resources such as metallic ore, minerals, gas, coal, and petroleum. Her educational background includes Petroleum Engineering Technology, Geological Applications Technology, and Geophysical Applications Technology.

Currently residing in Ottawa, Canada, Karine is a Sales Engineering Associate Director at Accuris, where she continues to leverage her extensive experience and expertise to drive innovation and excellence in the industry.

Arnab is the Worldwide Sales Engineering Leader at Accuris, where he primarily serves energy customers in the Middle East, Africa, and India.

With over 25 years of industry experience, Arnab specializes in AI & ML based industry solutions, focusing on Standards Management, AI Search, and related workflow solutions within the Engineering and Research domains. Arnab holds a Bachelor's Degree in Statistics, a Master's Degree in Computer Sciences, and a Postgraduate Degree in Machine Learning and Artificial Intelligence from the University of Texas, Austin. Throughout his 25-year career, Arnab has dedicated much of his time to strategizing and implementing digital standards management and AI based engineering knowledge discovery solutions for major International Oil Companies (IOCs) and National Oil Companies (NOCs), including ADNOC, Saudi Aramco, SABIC, GE Energy, Repsol, KOC, QP, and IOCL.

Arnab's extensive experience and expertise have made him a valuable contributor to major industry societies, including the Society of Petroleum Engineers (SPE), the Project Management Institute (PMI), and the American Association of Petroleum Geologists (AAPG). He frequently participates as a speaker and moderator, sharing his insights and knowledge with industry peers.