Simran is a Senior Software Engineer at Qualcomm, working on AI/ML software benchmarking, performance characterization, and optimization. Her experience spans LLM inference, cloud-native workloads, and performance analysis across compute platforms. Previously at Ampere Computing, she developed benchmarking and performance analysis frameworks for ARM-based CPUs, investigating bottlenecks to improve workload and hardware efficiency. She is passionate about solving performance challenges at the intersection of software, systems and hardware.