🧠 š—”š—•š—¢š—Øš—§ š— š—˜ 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. āœ š—¦š—žš—œš—Ÿš—Ÿš—¦ ā–Ŗ Programming Languages: Python, Node.js, SQL ā–Ŗ Frameworks: LangChain, FastAPI ā–Ŗ AI Techniques: Prompt Engineering, Semantic Search, RAG (Retrieval-Augmented Generation) ā–Ŗ Development Tools: Linux, Docker, Git, GCP, Redis, MySQL, Elasticsearch, n8n ā–Ŗ Development Principles: RESTful API šŸ’» š—£š—„š—¢š—š—˜š—–š—§š—¦ / š—•š—Ÿš—¢š—š ā–Ŗ Medium Blog: _Website not available. Sign in: https://www.twine.net/signup_ ā–Ŗ GitHub: _Website not available. Sign in: https://www.twine.net/signup_…

Shao-Yun Kuo

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🧠 š—”š—•š—¢š—Øš—§ š— š—˜ 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. āœ š—¦š—žš—œš—Ÿš—Ÿš—¦ ā–Ŗ Programming Languages: Python, Node.js, SQL ā–Ŗ Frameworks: LangChain, FastAPI ā–Ŗ AI Techniques: Prompt Engineering, Semantic Search, RAG (Retrieval-Augmented Generation) ā–Ŗ Development Tools: Linux, Docker, Git, GCP, Redis, MySQL, Elasticsearch, n8n ā–Ŗ Development Principles: RESTful API šŸ’» š—£š—„š—¢š—š—˜š—–š—§š—¦ / š—•š—Ÿš—¢š—š ā–Ŗ Medium Blog: _Website not available. Sign in: https://www.twine.net/signup_ ā–Ŗ GitHub: _Website not available. Sign in: https://www.twine.net/signup_…

Available to hire

🧠 š—”š—•š—¢š—Øš—§ š— š—˜
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.

āœ š—¦š—žš—œš—Ÿš—Ÿš—¦
ā–Ŗ Programming Languages: Python, Node.js, SQL
ā–Ŗ Frameworks: LangChain, FastAPI
ā–Ŗ AI Techniques: Prompt Engineering, Semantic Search, RAG (Retrieval-Augmented Generation)
ā–Ŗ Development Tools: Linux, Docker, Git, GCP, Redis, MySQL, Elasticsearch, n8n
ā–Ŗ Development Principles: RESTful API

šŸ’» š—£š—„š—¢š—š—˜š—–š—§š—¦ / š—•š—Ÿš—¢š—š
ā–Ŗ Medium Blog: Website not available. Sign in: https://www.twine.net/signup
ā–Ŗ GitHub: Website not available. Sign in: https://www.twine.net/signup

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Experience Level

Expert
Expert
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Expert
Expert
Expert
Expert
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Intermediate
Intermediate
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Language

English
Fluent
Chinese
Advanced

Work Experience

AI Engineer at InSyde Software Co., Ltd.
August 1, 2025 - November 26, 2025
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%.
Backend Software Engineer at InfoTimes Co., Ltd.
July 1, 2025 - July 1, 2025
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%.
Data Analyst at Great Tree Pharmacy Co., Ltd.
February 1, 2023 - February 1, 2023
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

Bachelor's Degree in Economics at National Chung Cheng University
September 1, 2015 - June 1, 2020

Qualifications

Bachelor's Degree in Economics
September 1, 2015 - June 1, 2020

Industry Experience

Software & Internet