Pengyuan Lu
Machine Learning Scientist @ ByteDance | Ph.D. Candidate @ UPenn
- Role
- Machine Learning Scientist at ByteDance
- Location
- San Jose, CA, US
- LinkedIn followers
- 500 followers
About Pengyuan Lu
Machine learning scientist at ByteDance Inc, focusing on LLM4Rec at TikTok Shop Ads. I…
Experience
Machine Learning Scientist
Aug 2024 — Present · San Jose, CA, US
Intern manager of LLM project: Assisting fine-ranking models with multi-modal product embeddings generated by contrastive language-image pretraining (CLIP)- Researching large recommendation models to optimize CTR and CVR- Developing and maintaining supportive machine learning infrastructures.
Education
University of Virginia
Bachelor of Science (B.S.), Computer Science
2015 — 2019
International Baccalaureate
High School
2012 — 2015
University of Pennsylvania
Doctor of Philosophy - PhD, Computer and Information Sciences, General
2019
Skills
- Java Web Services
- Python
- Shell Scripting
- Java
- Front-End Development
- Google Adwords Professional
- Computer Graphics
- Html
- Computer Science
- Server Administration
- Algorithms
- Jsp
- Machine Learning
- C
- C++
- Sql
- Linux
- Server Architecture
- Data Structures
- Databases
- Back-End Development
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