{"canonicalUrl":"https://humetric.net/p/profile-0a1dd9ea63564ffb906d7b9a182e7bb1","profileVersion":"07191430-09dd-4e60-9b0c-4a2d515b0223","lastUpdated":"2026-08-24T12:46:50.595734+00:00","profile":{"display_name":"Paul Chen","last_updated":"2026-08-24","slug":"profile-4ac98373c0c34e9c","headline":"AI/ML Engineer","summary":"An AI/ML engineer specializing in 3D vision, generative AI, and pipeline optimization. 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AI/ML Engineer. 2 years experience","fieldKeys":["display_name","headline","years_experience"]},{"id":"summary:0","type":"summary","ordinal":0,"locale":"zh","text":"Paul Chen. AI/ML Engineer. Summary / 簡介: An AI/ML engineer specializing in 3D vision, generative AI, and pipeline optimization. This professional has experience in building practical machine learning solutions and translating complex technical concepts for diverse audiences.","fieldKeys":["summary"]},{"id":"skills:0","type":"skills","ordinal":0,"locale":"zh","text":"Paul Chen. AI/ML Engineer. Skills / 技能: 3D Vision, C/C++, C#, Cross-functional Collaboration, Generative AI, Git, Linux, Python, PyTorch, ROS2, Technical Communication, Transformers","fieldKeys":["skills"]},{"id":"discovery:0","type":"discovery","ordinal":0,"locale":"zh","text":"Paul Chen. AI/ML Engineer. Role / 職稱: AI/ML Engineer. Experience / 年資: 2 years experience. Expertise / 專長: 3D Vision, C/C++, C#, Cross-functional Collaboration, Generative AI, Git, Linux, Python, PyTorch, ROS2, Technical Communication, Transformers","fieldKeys":["display_name","headline","years_experience","skills"]},{"id":"experience:0","type":"experience","ordinal":0,"locale":"zh","text":"Paul Chen. AI/ML Engineer. Experience / 經歷: Software Engineer (Process Automation & Engineering Support) at Eagle Materials Technology CO., LTD. Sep 2021 to Jun 2023. Engineered robust data pipelines for process control and architected end-to-end integration workflows that reduced deployment setup time by 50%.","fieldKeys":["experiences"]},{"id":"experience:1","type":"experience","ordinal":1,"locale":"zh","text":"Paul Chen. AI/ML Engineer. Experience / 經歷: Technical Communications Intern at Yun Yu Lian CO., LTD. Feb 2022 to Jul 2022. Produced a public YouTube series explaining core AWS services and conducted internal workshops to facilitate the adoption of new technical tools.","fieldKeys":["experiences"]},{"id":"education:0","type":"education","ordinal":0,"locale":"zh","text":"Paul Chen. AI/ML Engineer. Education / 學歷: M.S.. Computer Science and Information Engineering. National Taiwan University","fieldKeys":["educations"]},{"id":"education:1","type":"education","ordinal":1,"locale":"zh","text":"Paul Chen. AI/ML Engineer. Education / 學歷: B.S.. Communication Engineering. National Central University","fieldKeys":["educations"]},{"id":"project:0","type":"project","ordinal":0,"locale":"zh","text":"Paul Chen. AI/ML Engineer. Project / 專案: FORGE: Fast Object Removal via Geometry Estimation. Built with / 使用技術: PyTorch, Linux. Developed a feed-forward 3D scene inpainting framework that achieves a 6–40x speedup for high-throughput 3D editing.","fieldKeys":["projects"]},{"id":"project:1","type":"project","ordinal":1,"locale":"zh","text":"Paul Chen. AI/ML Engineer. Project / 專案: Curling Bot: Strategic & Interactive Robotic Arm. Built with / 使用技術: ROS2, LLMs, Linux. Built an integrated robotic curling system using ROS2 and LLMs that won 1st place in a robotics competition.","fieldKeys":["projects"]},{"id":"project:2","type":"project","ordinal":2,"locale":"zh","text":"Paul Chen. AI/ML Engineer. Project / 專案: RAG System with LLMs for Financial Analysis. Built with / 使用技術: PyTorch, Transformers. Constructed a scalable RAG/LLM pipeline for parsing unstructured financial text, ranking in the top 12 of over 400 teams.","fieldKeys":["projects"]},{"id":"discovery:1","type":"discovery","ordinal":1,"locale":"zh","text":"Paul Chen. AI/ML Engineer. Approved discovery query / 核准搜尋語句: AI/ML Engineer","fieldKeys":["display_name","headline","desired_queries"]},{"id":"discovery:2","type":"discovery","ordinal":2,"locale":"zh","text":"Paul Chen. AI/ML Engineer. Approved discovery query / 核准搜尋語句: Python C/C++ C#","fieldKeys":["display_name","headline","desired_queries"]}]}