Yilin Y.
Staff AI Engineer @ Baidu USA | PhD in Deep Learning | 2024 Baidu LLM Mastermind
- Role
- Staff Ai Engineer at Baidu USA
- Location
- Sunnyvale, CA, US
- LinkedIn followers
- 500 followers
About Yilin Y.
Find me at http://yilinyan.comYilin Yan has more than 10 years of Strong Experience in Machine Learning and Data Science. He received his Bachelor degree in Computer Science and Technology from Beihang University (BUAA) in Beijing (2009). After that, he worked at the National Science & Technology Infrastructure Center as a Software Engineer. Later on, he got his Master degree in Taiwan (2013) and Ph.D. degree in Computer Engineering from University of Miami, USA (2018). Currently, he is a Staff AI Engineer at Baidu USA, developing a diverse range of AI pipelines and applications across various domains utilizing Large Language Models (LLMs). His research interests include Big Data Analytics, Deep Learning, Machine Learning, Statistical Analysis, Computer Vision, Pattern Recognition, and Sparse Representation. He published 28 conference and journal papers, including 4 best paper awards, and has been cited more than times. His current h-index is 12.
Experience
Staff Ai Engineer
Oct 2023 — Present · Sunnyvale, CA, US
Working a diverse range of AI pipelines and applications across various domains utilizing LLMs• Developed an AI-powered advertising pipeline for marketing with AIGC-based ad creatives• Designed an automated trend/topic crawler and extractor for Newsjacking in live stream• Built a LLM-based recommendation system for product selection in a vector database using multiply agents• Got 2024 Baidu LLM Mastermind award
Education
National Taiwan Ocean University
Master of Science (MS), Computer Science and Engineering
Beihang University
Bachelor of Science (BS), Computer Science and Technology
University of Miami
Doctor of Philosophy (PhD), Electrical and Computer Engineering
Beijing No.8 High School
High School Diploma, Science, Technology and Society
Skills
- Big Data Analytics
- Deep Learning
- Machine Learning
- Matlab
- Databases
- Data Mining
- Hadoop
- Apache Spark
- Python
- C
- C++
- Java
- Pattern Recognition
- Image Processing
- Microsoft Office
- Computer Vision
- Statistical Data Analysis
- Video Surveillance
- Sparse Representation
- Computer Network Operations
- Big Data
- Neural Networks
- Computer Science
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