Binyuan Hui
Scientific Researcher at Qwen
Beijing, China
Summary
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RockstarBinyuan Hui is a scientific researcher and algorithm engineer with a decade of experience building and deploying large language models, reasoning systems, and text-to-SQL solutions. Based in Beijing, he has progressed through technical roles at Alibaba Group into his current work on the Qwen team, combining research and production engineering on conversational AI and agent systems. He contributes actively to high-profile open-source projects like AlibabaResearch/DAMO-ConvAI, where his backend and data-science work on r2sql/sdsql and related modules improves model evaluation and SQL generation for dialogue systems. Known for a "code less, make more" approach, he focuses on pragmatic tooling and data pipelines that accelerate model development and evaluation.
10 years of coding experience
4 years of employment as a software developer
Github Skills (7)
nlp10
python10
natural-language-processing10
data-processing10
machine-learning9
transformers8
pytorch7
Programming languages (8)
Github contributions (5)
AlibabaResearch/DAMO-ConvAI
Jul 2022 - Jan 2023
DAMO-ConvAI: The official repository which contains the codebase for Alibaba DAMO Conversational AI.
Role in this project:
Back-end Developer & Data Scientist
Back-end Developer & Data ScientistContributions:45 commits, 16 PRs, 97 pushes in 6 months
Contributions summary:Binyuan added and updated various Python files related to the `r2sql` and `sdsql` repositories, focusing on data loading, processing, and model evaluation. These changes included implementing utility functions for loading and processing ATIS data and integrating `sdsql` features within the codebase. Furthermore, the user has also contributed to the project by adding the `proton`, `sunsql`, `s2sql`, `dial2vec`, and `cgodial` files. This indicates a focus on developing and evaluating natural language processing models and SQL query generation.
pytorchnlpdialogdeep-learningconversational-ai
QwenLM/qwenlm.github.io
Jan 2024 - Jan 2025
👑 Qwen Blog.
Contributions:1 release, 9 reviews, 11 PRs in 1 year
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