Sean Chen
AI Project Development And R&D Cooperation
Taipei–Keelung Metropolitan area Taiwan
Summary
👤
Senior🎓
Top SchoolSean Chen is an AI-focused project developer and R&D collaborator with 14 years of engineering experience, currently building agentic systems and real-time multimodal applications in the Taipei–Keelung area. He architects production-grade RAG and LLM orchestration pipelines—shipping projects that combine fine-tuned Gemma and LLaMA families, Qdrant vector stores, LangGraph/LlamaIndex orchestration, and SSE streaming UIs. His background spans full-stack, iOS, embedded IoT, and WebRTC/Whisper-based consult systems, enabling pragmatic integrations from device to cloud. Notably, he devised a Chain-of-Thought framework to augment LLaMA3-8B with System 2 reasoning and implemented Small-to-Big retrieval with ReRank for retrieval accuracy. Comfortable moving between research and product delivery, he blends hands-on model tuning with operational engineering to bring advanced AI prototypes into production.
14 years of coding experience
13 years of employment as a software developer
Master's degree, Computer/Information Technology Administration and Management, Master's degree, Computer/Information Technology Administration and Management at Huafan University
Chinese, English
Github Skills (3)
javascript3
react3
vue2
Programming languages (1)
Github contributions (5)
sean810720/crawlers
Feb 2012 - Jan 2020
Contributions:54 commits, 81 pushes in 8 years
sean810720/laravel-ethereum-example
Jul 2017 - Apr 2021
Contributions:3 pushes, 1 branch in 3 years 9 months
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