Dr. Guo Lyu holds a Ph.D. in Pattern Recognition and Intelligent Systems from Shanghai Jiao Tong University, with nearly two decades of AI experience — 8 years in algorithm research plus over a decade of industry practice. He has served as an AI Solutions Expert at Huawei Cloud (Grade 19), Senior AI Product Expert at Tencent Cloud (Grade 11), and consulting manager at PwC and IBM. He combines full-stack capabilities across chips, large language models, AI platforms, and industry solutions, and has led multiple 100M-yuan-scale AI products and projects from 0 to 1 across manufacturing, semiconductors, finance, and government. His core expertise includes: leading the planning of Ascend 910/310 large-model affinity acceleration, with training and inference performance improved by over 15% on average; contributing to the launch planning of Pangu multimodal large models; leading Tencent Cloud TI-ONE, TI-S, and TI-Matrix from 0 to 1, with over 1,000 enterprise customers on the public cloud; and an end-to-end manufacturing AI methodology covering feasibility, data, compute, and deployment — quality inspection, anomaly detection, cost forecasting, AI drawing review, and FAB Move analysis. Flagship engagements include an AI co-innovation with ICBC (revenue exceeding 10M yuan), Gold Palm Tech question-answering and AI middle-platform, production analytics for SMIC, and MOVE prediction at Hua Hong. He holds Huawei Trust Certification (Professional level), Java / PMP, and System Analyst credentials, with 2 invention patents and 5 SCI / EI publications.