Profile
This is Zhengqiang Yin (银正强), a machine learning engineer at ByteDance AML (Applied Machine Learning) team. Before that, he worked at Microsoft and iQiyi as an intern. His areas of interest include natural language processing, MLOps, and distributed systems.
Experiences
- AML (Applied Machine Learning) Team at Data.
- Developing the machine learning platform on SaaS.
- Researching on accelerating deep learning training and inference.
- Researching on the domain-specific large language model.
- Fresh Core Team at Bing
- Developed inner utils for visual debugging.
- Researched mining fresh queries from daily logs.
- Researched training re-rank model based on the fresh labels.
- Qiwen Tag Team at IIG.
- Researched generating reviews in iQIYI PaoPao.
- Compared Transformer, BERT, GPT, etc. models for text generating tasks.
- Deployed the trained model which service for operation staff.