Shao-Yun Kuo
๐ง ๐๐๐ข๐จ๐ง ๐ ๐ A backend-focused software engineer experienced in building AI-powered tools using generative models and retrieval techniques.
About
๐ง ๐๐๐ข๐จ๐ง ๐ ๐
A backend-focused software engineer experienced in building AI-powered tools using generative models and retrieval techniques. Worked on hybrid RAG pipelines and multimodal agents to process large-scale unstructured data. Through his work in the news industry, he developed a deeper appreciation for the accuracy and reliability required in text generation. Passionate about building useful tools with clean APIs, scalable systems, and meaningful user impact.
โ ๐ฆ๐๐๐๐๐ฆ
โช Programming Languages: Python, Node.js, SQL
โช Frameworks: LangChain, FastAPI
โช AI Techniques: Prompt Engineering, Semantic Search, RAG (Retrieval-Augmented Generation)
โช Development Tools: Linux, Docker, Git, GCP, Redis, MySQL, Elasticsearch, n8n
โช Development Principles: RESTful API
๐ป ๐ฃ๐ฅ๐ข๐๐๐๐ง๐ฆ / ๐๐๐ข๐
โช Medium Blog: Website not available. Sign in: https://www.twine.net/signup
โช GitHub: Website not available. Sign in: https://www.twine.net/signup
- Joined November 2025
Skillsยท 14
Languages
- EnglishFluent
- ChineseAdvanced
Industry experience
- Software & Internet
Work experience
Built an AI-powered multimodal agent using hybrid RAG and NLP pipelines; led the development of a live monitoring platform for multi-stream viewer and comment tracking; implemented authentication, CRUD operations, and data export; redesigned the UI with React, improving rendering speed by 90%.
Built an internal multimodal AI agent using hybrid RAG and NLP pipelines to enable large-scale knowledge retrieval across unstructured records. Created a live monitoring platform for multi-stream viewer and comment tracking with authentication, CRUD operations, and data export; rebuilt the user interface with React, increasing rendering speed by 90%.
Developed conversion analysis APIs by integrating statistical analysis; assisted in optimizing drug pricing systems; coordinated with IT department to evaluate feasibility of developments. Designed shipment methods to reduce costs by 20% and performed inventory analysis.
Education
Certifications and awards
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