• Designed and led the implementation of a new deceleration model, optimizing front vehicle motion prediction and redesigning cost function, enhancing the general safety metrics (MPI) and comfort metrics (MPHB) by 5x and 8x respectively, and enabling readiness for driverless operation

• Innovated tidal lane navigation strategy, implementing real-time optimal lane calculations, eliminating congestion-inducing behaviors and improving MPI by 50x in this scenario

• Applied game theory to unprotected left-turn scenario, using Counterfactual Regret Minimization (CFR) to calculate the optimal solution, achieving a 99% success rate in safe interactions while maintaining efficiency, improving MPI and MPHB in this scenario by 10x

• Streamlined the logic for Monthly Storage Fee calculation, reducing calculation runtime by 30% and mitigating task failures caused by redundant data, improving overall system uptime

• Enhanced the fee calculation and fee adjustment system, delivering a 20% reduction in manual intervention, improving accuracy and processing efficiency across billing workflows