cv
General Information
Full Name | Yihan Zhu |
yzhu25@nd.edu | |
Phone | (574) 208-8725 |
Education
-
2024-2029 PhD of Computer Science and Engineering
University of Notre Dame, South Bend, IN -
2021-2023 Master of Electrical Engineering
Columbia University, New York, NY -
2017-2021 Bachelor of Electrical Science and Technology
Southeast University, Nanjing, Jiangsu
Experience
-
2023-2024 AI Engineer Internship
SOPHON - Led AI micro-server SE5 development on TPU accelerator, building cross-compilation environment, porting PyTorch (YOLOv5/7/8) models to FP32 bmodels via NNTC toolchain for target detection, and achieving INT8 quantization with accuracy tuning.
-
2020-2021 Software Engineer Internship
Whale Cloud Computing Technology Co., Ltd - Developed user info interaction web service with vertical sharding and RabbitMQ, optimized data storage with Redis/MySQL, applied MapReduce for privacy-preserving big data processing, and leveraged deep learning & random forest to predict broadband off-grid behavior with feature importance analysis.
-
2020 Data Engineer Internship
Tencent Cloud Computing Co., Ltd Cloud Service Platform - Evaluated MySQL solutions for project/client needs and leveraged virtualization to efficiently deploy test environments and accelerate self-test data collection.
Teaching
-
2024 Fall CSE 60556 Large Language Models (TA, PhD level)
University of Notre Dame - A graduate-level course on large language models covering their tasks, architectures, training, reasoning, efficiency, applications, and societal challenges.
-
2023 Summer Theory and Practice of Large Models (Lecturer)
Shenzhen University - A course on AI compilers that teaches principles, design, and optimization with TPU-MLIR for efficient TPU use and career preparation in AI.
-
2022 Fall E6770 Network Virtualization and Cloud Computing (TA, MS level)
Columbia University - An advanced study of communication protocols, network architectures, flow/congestion control, and performance evaluation in integrated networks.
Honors and Awards
-
2023 Master of Science Award of Excellence
- Top graduating MS students are recognized with the Master of Science Award of Excellence that is awarded to less than 5% of the graduating class.
-
2022 MS EE Honors Program
- Active EE MS students with a GPA in the top 10% of the class are included in the MS Honors program.