Advanced Analytics Specialist
Current• Responsible for identifying, scoping and developing advanced analytics solutions for LNG Canada.• Developed mass balance tool using python that uses optimization to achieve better accuracy in plant wide accounting. Achieved reduction from 3% using traditional methods to 1%.• Collaborated with technical engineering teams to identify new methodology to transition to more predictive & prescriptive maintenance.• Developed methodology to simulate production data using data science and validated using physics based simulations. • Developed early tool to quantify relationship between key production variables and production volume and energy consumption. • Developed early tool to identify ideal production volume at key given variables. • Extracted complex tables from 800 PDF files leading to savings of 400 hours by leveraging multiple tools (Python, Azure cognitive services).• Transformed HR performance ranking process by delivering end-to-end solutions including an application, a database and supporting dashboards leading to savings of 100 hrs per year for HR professionals and managers.