Summary
Work History
Education
Skills
Timeline
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Yuzhe Wang

Pittsburgh,PA

Summary

Accomplished Research Assistant at Sichuan University and Researcher at the Chinese Academy of Science, specializing in machine learning techniques and software design. Expert in enhancing system performance and algorithm optimization, demonstrated through the development of advanced video anomaly detection and Retrieval-Augmented Generation systems. Proven ability in innovative problem-solving and publication preparation, showcasing a blend of technical proficiency and analytical acumen.

Work History

Research Assistant

Sichuan University
Chengdu
09.2024 - 12.2024
  • Designed an unsupervised learning-based automated solution for detecting anomalies in video streams.
  • Reviewed diverse video-embedding models to boost effectiveness.
  • Optimized clustering algorithm performance to reduce response time, and enhance real-time processing capabilities.

Researcher

Chinese Academy of Science
Beijing
07.2024 - 08.2024
  • Developed a Retrieval-Augmented Generation (RAG) system for 3GPP using the Test-Driven Development (TDD) approach, implemented a test program, and completed the prototype.
  • Optimized retrieval methods by testing various approaches, including vector similarity, hierarchical indexing, reranking, and query routing.
  • Optimized the RAG system's database and integrated it with Graph-RAG.
  • Enhanced prompt engineering by incorporating techniques like hypothetical questioning to improve model performance.

Education

Bachelor of Science - Computer And Information Sciences

Sichuan University
Chengdu, China

Bachelor of Science - Computer And Information Sciences

University of Pittsburgh
Pittsburgh, PA

Skills

  • Experienced with TensorFlow and PyTorch
  • Experienced in Software Design
  • Skilled in Software Quality Assurance Practices
  • Skilled in Minitab Analysis
  • Skilled in Implementing Machine Learning Techniques
  • Skilled in Core Algorithm Concepts
  • Understanding Computation Theory
  • Publication preparation

Timeline

Research Assistant

Sichuan University
09.2024 - 12.2024

Researcher

Chinese Academy of Science
07.2024 - 08.2024

Bachelor of Science - Computer And Information Sciences

Sichuan University

Bachelor of Science - Computer And Information Sciences

University of Pittsburgh

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Yuzhe Wang