Shengze Wang

Graduate Student Researcher @ University of California, Santa Cruz

About

Homepage: https://shengze.io Résumé: https://shengze.io/cv E-mail: shengze@ucsc.edu • Academic: Computer Networks & Distributed Systems and their applications in AI Infrastructure (Systems & Networking for AI), AI for Systems & Databases, LLM Inference & Serving Efficiency, and VectorDB. • Languages & Databases: C/C++, Rust, Python, eBPF, Redis, Cassandra, DynamoDB, Milvus, Pinecone, HDFS, SQL • Platforms & Tools: Linux, Network Operating Systems, ROS, HPCs, AWS, Azure, GCP, Ray, Kubernetes, Apache Spark, Kafka, ns-3, P4 Switch, RDMA, CUDA, OpenMP, FPGAs, vLLM, SGLang, llama.cpp, PyTorch, Transformers, Docker, Git • Highlights: Scalable Key-Value Storage, LLM Inference & ML System Design, Applied AI for Systems & Databases, MLOps &Production Deployment, Advanced Network Protocols & Security, Workload Characterization & Balancing, Content Delivery & High-Performance Networks, ML Stream Processing & Real-Time Analytics, Hashing Algorithms, Edge-Cloud Systems

Country

United States

City

Sunnyvale

Industry

Computer Software

Skill

AI Infrastructure, LLM Serving, Large Language Models (LLM), ML System Design, Distributed Caching, Large Language Model Operations (LLMOps), Edge Computing, Hashing Algorithms, Stream Processing, Content Distribution Networks, Network Security, Production Deployment, LLM Inference, Key-Value Storage, Rust (Programming Language), Docker Products, OpenAI API, Transformers, PyTorch, LLaMA