CakeResume Talent Search

lines Lua. Client Unity, DOTS, ECS, .NET. Server Socket, Boost, Asio, ECS, EnTT, FlatBuffers, Protobuf, Linux, MySQL, .NET. DevOps Jenkins, GitLab CI/CD, Travis-CI, Docker, GCP, Debian, SonarQube. Misc. Data-Oriented Design, FP, OOP, IoC, DI, Optimization, Benchmarking, Testing, MSVC , GCC, LLVM, Clang, CMake, Redmine, Trello, Slack. Experience 資深工程師 中華網龍 •present 導入 CI、unit tests、code review、linter 及其他分析工具，自動化流程，減少 90% 以上非遊戲邏輯方面

IP-cam and sport cam. 7.5 years involved in multimedia functionality development 1 year in developing X86 firmware & EFI BIOS program. Experience Experience : NovemberNow: senior engineer of SAMBA TV 1. Contribute to C++ standard library to promote inplace merge algorithm: for GCC , for LLVM , report . 2. Publish patent of improve adaptive streaming quality; patent . 3. Publish patent of share file between mobile devices; patent . 4. Publish patent of smart rate allocation for multiple sessions on browser; patent . Experience : AprilNovember: technical leader of Noovo tech 1.

tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT Research and Work Experience Research Assistant OctPresent Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) National Taiwan University Hospital (NTUH): Focused on exploring the generality and expertise of LLMs ( e.g., LLaMA2, Zephyr. ) in medical Q&A applications, improving model performance by 2.01% . Efficiency Optimization: Utilized Low-Rank Adaptation (LoRA) for training LLM, reducing parameter training volume to 2% , decreasing memory usage by 70%, and increasing training speed by 25%. Architecture

50%提高到90%，並擴展了測試範圍，從單一路徑擴展到多個路徑。 開發並實行AI資料抓取系統模型，用於整合各部門資料，使用LLM上的prompt和embedding方法來查詢信息，以減少非研發部門的編碼工作。 通過優化自動測試系統，成功降低了檢測模型的錯誤率50

models to new data. Developed an API service used as an internal tool within the company, leveraging OpenAI Whisper for automatic speech recognition and ChatGPT for intelligent language translation, resulting in approximately an 80% reduction in manpower and time costs. Fine-tuned a Llama-based Large Language Model (LLM) and, by integrating Langchain and Pinecone, optimized the search experience on our website. AprJulMachine Learning Researcher, Lab. for Cloud Dynamics and Modeling, National Taiwan University, Taipei, Taiwan Developed a model using U-net to detect ship tracks in satellite images, resulting in an 80% times ..

Patrick Hsu Software Engineer Having worked as a project engineer for three years in Acer Inc, mainly being responsible for independent development of AI models. A strategic thinker and a team player, therefore adept in solving problems effectively by individual as well as team work. Certified in engineering, passionate about AI and seeking a position in relevant field. | New Taipei City, [email protected] Education National Taiwan University Sep 2015 – June 2017 Master of Engineering in Department of Bio-mechatronics Engineering Master's Thesis: An Evaluation Approach for Photovoltaic System Operation: Fault Detection and Diagnosi

Chin Ya Chang Machine Learning Engineer New Taipei City , Taiwan [email protected] Current Position: AI Team - Software Engineer at the Central Weather Bureau, specializing in machine learning. Tasks include image generation, numerical prediction, data calibration, recommendation systems, and text generation using data from satellites, radar, and geographic information. I stay updated on AI advancements by studying research papers and implementing new approaches into projects. Recently, I've focused on deploying Large Language Models (LLM) in customer-oriented chatbots. Proficient in Docker for establishing and maintaining development environments, deploying projects to client environments.