Resume
简历
About简介
I received my M.Sc. degree from the NLP²CT lab, Department of Computer and Information Science, University of Macau, under the supervision of Prof. Derek F. Wong. My core research interests include Large Language Models (LLMs), Natural Language Processing (NLP), and the development of autonomous agents.
Currently, I am an engineer specializing in LLMs and NLP, focusing on agent-based dialogue systems and speech-interaction solutions.
硕士毕业于澳门大学科技学院电脑及资讯科学系 NLP²CT 实验室，导师为 Derek F. Wong 教授。核心研究方向包括大语言模型（LLM）、自然语言处理（NLP）与自主智能体（Autonomous Agents）的开发。
目前是专注于 LLM 与 NLP 的工程师，主要工作方向为基于智能体的对话系统与语音交互解决方案。
Education教育经历
- 2021 – 2024 M.Sc., Department of Computer and Information Science, University of Macau, China 澳门大学 电脑及资讯科学系 硕士
- 2017 – 2021 B.Sc., Department of Computer and Information Science, University of Macau, China 澳门大学 电脑及资讯科学系 学士
Experience工作经历
- 2024.08 – 2026.01 LLM Algorithm Engineer, Automotive Division, Pachira Pachira 汽车事业部 大语言模型算法工程师
- 2021.07 – 2024.01 Researcher & Engineer on LLMs, NLP, and ASR, Deeptran (industry-university-research cooperation with the University of Macau) Deeptran LLM / NLP / 语音识别（ASR）研究员兼工程师（与澳门大学产学研合作）
- 2019.06 – 2019.08 Technical Assistant (Intern), Macau FDCT 澳门科学技术发展基金（FDCT）技术助理（实习）
Publications & Projects科研成果
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Key Technologies and Applications of Human-Computer Interaction Perception Strategies Enhanced by Large Models — KU SU WA, Chenglong Ma, Ho Kuok Tou. Project funded by FDCT, October 2025, Pachira (International) Technology Co., Ltd.
基于大模型增强的人机交互感知策略关键技术研究与应用 —— KU SU WA、Chenglong Ma、Ho Kuok Tou。FDCT 资助项目，2025 年 10 月，Pachira (International) Technology Co., Ltd.
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Intent-Enhanced & Slot-Refined Dialogue System via Agent Framework — KU SU WA. Talent funding from FDCT of Macau, May 2025.
基于智能体框架的意图理解与槽位提取强化的对话系统 —— KU SU WA。澳门 FDCT 人才资助，2025 年 5 月。
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Self-learning and Dynamic Planning Agent for In-Vehicle Systems — Chenglong Ma, KU SU WA, Ho Kuok Tou. Project funded by FDCT, October 2024, Pachira (International) Technology Co., Ltd.
车载系统之自适应学习与规划的智能体研发与应用 —— Chenglong Ma、KU SU WA、Ho Kuok Tou。FDCT 资助项目，2024 年 10 月，Pachira (International) Technology Co., Ltd.
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Self-GAR: Self-reflection for Generative Adversarial Reasoning in Large Language Models — KU SU WA. Master's thesis, 2024, University of Macau.
Self-GAR：大语言模型中基于自我反思的生成对抗式推理 —— KU SU WA。硕士学位论文，2024 年，澳门大学。
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Corpus-Database Construction and Maintenance: Method, Apparatus, Device and Medium — Yuchu Lin, KU SU WA. Patent granted in 2022, publication number CN115169370B.
语料数据库、语料数据库的维护方法、装置、设备和介质 —— Yuchu Lin、KU SU WA。2022 年授权专利，公开号 CN115169370B。
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Speech Recognition Method, Apparatus, Device and Storage Medium — Yuchu Lin, KU SU WA. Patent granted in 2022, publication number CN114999463B.
语音识别方法、装置、设备及介质 —— Yuchu Lin、KU SU WA。2022 年授权专利，公开号 CN114999463B。
Awards获奖情况
- 2021 Outstanding Undergraduate Student, Department of Computer and Information Science, University of Macau 澳门大学电脑及资讯科学系优秀本科毕业生
- 2021 2nd Runner-up, IEEE Project Competition 2021, IEEE Student Branch of Macau IEEE 澳门学生分会 Project Competition 2021 季军
- 2021 2nd Runner-up, IEEE Macau IES Chapter 2021 Undergraduate Project Contest IEEE 澳门 IES 分会 2021 本科毕业设计竞赛季军