Machine Learning, Natural Language Processing, cloud-based big data, large language models, distributed production systems, AI recommender systems, ML production engineering

Machine Learning, Information Retrieval, Distributed Systems, GPU optimization, large-scale retrieval, transformer architecture

Dsp, Performance Modeling, Cuda, Python, low-level performance optimization, fixed-point arithmetic, workload characterization, Bottleneck Analysis, Benchmarking, robotics systems, simd, memory hierarchy, VLIW, autonomous systems, sensor processing, HW SW co-design, multimodal perception, emerging physical AI workloads