Yi-Zhen Zhang Email & Phone Number

New Taipei City, Taiwan

• Optimize inference on large language models (LLM) after throughput analysis,increasing inference speed by 10x and annotation throughput by 2x to reach quarterly goal.• Led a data annotation team of 5 by implementing streamlined processes after optimizing LLM inference, doubling the number of labels in existing system.• Developed a product search engine by implementing a semantic searchpipeline with vector database, increasing absolute search precision by 29% in offline retrieval tests.

Hsinchu City, Taiwan, Taiwan

• Developed a summarization system for college applications using BERT and attention networks, achieving a 70% preference rate over summaries generated by GPT-3.5.

Hsinchu City, Taiwan, Taiwan

• Implemented several features to improve the user experience for broadband engineers.

Master'S Degree, Institute Of Information Systems And Applications, 4

• Honorary member of the Phi Tau Phi Scholastic Honor Society of the Republic of China (top 3% in academic performance).

Bachelor'S Degree, Computer Science, 3.79