Senior Data Scientist
CurrentIn my role as Senior Data Scientist, I leverage advanced analytics and automation to enhance clients' mining operations and ensure seamless use of Hexagon’s fleet management system. Some of my key contributions include:• Geospatial analysis of excavator digging rates: Developed and implemented spatial models to analyze and visualize poor-performing loading areas. This enables the operational team to quickly identify inefficiencies and take corrective actions, ultimately improving excavator productivity.• Empty stop clustering: Utilized data-driven approaches to identify and address high-congestion zones within mine haul routes, leading to reduced delays and enhanced truck movement optimization.• Automated dispatch check for Hexagon's fleet management system: Designed and developed an automated tool that verifies over 30 critical dispatch configurations in real time, ensuring dispatchers can quickly identify and fix configuration errors and maintaining high operational standards.