Xipeng Guan
Founding Engineer at Isoform
Beijing, China
Summary
🤩
Rockstar🎓
Top SchoolXipeng Guan is a Beijing-based founding engineer with 11 years of hands-on experience building full-stack and MLOps systems for startups and large AI teams. He has driven production-grade infrastructure and deployment work at BentoML and Megvii, and now applies that operational and product-focused mindset to early-stage build at Isoform. A prolific open-source contributor, he blends front-end polish (browser and Neovim plugins) with backend integrations for AI services—evident in projects like avante.nvim and contributions to BentoML. Comfortable across the stack, he pairs pragmatic engineering (type-safety, refactors, API integrations) with attention to UX details such as shadow DOM isolation and in-editor tooling. Notably, he focuses on bridging developer ergonomics and reliable ML serving, turning research models into usable, maintainable products.
11 years of coding experience
2 years of employment as a software developer
理科学士 光电信息工程, 理科学士 光电信息工程 at 华中科技大学文华学院
Chinese
Github Skills (33)
apim10
catboost10
openai-api10
javascript10
translation10
python10
back-end-development10
typescript10
lua10
prompt-engineering10
type-annotations10
api10
typescript-types10
typescripts10
backend10
Programming languages (19)
Github contributions (5)
nextai-translator/bob-plugin-openai-translator
Feb 2023 - Mar 2023
基于 LLM 的文本翻译、文本润色、语法纠错 Bob 插件，让我们一起迎接不需要巴别塔的新时代！Licensed under CC BY-NC-SA 4.0
Role in this project:
Back-end Developer
Back-end DeveloperContributions:67 commits, 7 PRs, 60 pushes in 24 days
Contributions summary:Xipeng primarily worked on improving the functionality and user experience of a translation plugin. Their contributions included fixing translation accuracy between different Chinese dialects, increasing the frequency penalty for the OpenAI API, and reporting error messages. The user also added support for multiple languages and improved prompts for more accurate and versatile translations. Furthermore, the user addressed issues such as supporting multi-line sentences.
llmbobplugingptopenaitranslator
nextai-translator/nextai-translator
Mar 2023 - Mar 2023
基于 ChatGPT API 的划词翻译浏览器插件和跨平台桌面端应用 - Browser extension and cross-platform desktop application for translation based on ChatGPT API.
Role in this project:Front-end Developer
Front-end DeveloperContributions:61 reviews, 214 commits, 724 PRs in 16 days
Contributions summary:Xipeng's commits focused on implementing new features and enhancing the user interface for the OpenAI Translator browser extension and cross-platform desktop application. They added support for language switching, sentence copying, and text-to-speech functionality. The user also worked on creating a better user experience by incorporating drag-and-drop support, preventing style pollution by utilizing the shadow DOM, and improving the UI layout.
browser-extensionchatgpt-apidesktop-applicationchatgptchrome-extension
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