Pengyuan Li
Research Scientist @IBM Research; Adjunct Faculty @Data Science Institute, UD
- Role
- Research Staff Member at IBM
- Location
- San Jose, CA, US
- LinkedIn followers
- 500 followers
About Pengyuan Li
Pengyuan Li is a Research Staff Member at IBM Research, leading the development of large…
Experience
Research Staff Member
Jul 2021 — Present · San Jose, CA, US
Data acquisition lead for developing large language/code/multimodal models (Corporate Special Accomplishment 2023)- Multimodal data processing and filtering for developing large multimodal model- Large-scale PDF documents parsing, extraction, and curation for high-quality data collection- LLM safety guard: Recognizing healthcare advice in large language models- Topic classification on large-scale web data for understanding the datasets used for large language model training- Search engine development for matching business client requirements with IBM products (Corporate A-level Accomplishment 2022)- Business document analysis for information extraction and understanding
Skills
- Computer Science
- Machine Learning
- Medical Image Mining
- C
- Research
- Simulations
- Data Mining
- C#
- Information Retrieval
- C++
- Image Processing
- Python
- Latex
- Mathematical Modeling
- Statistics
- Matlab
- Opencv
- Medical Data Mining
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