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Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow, Git, Docker, Jenkins, Line Bot , Azure Bot Service, Tableau ML & NLP Techniques: LMOps, RAG, Fine-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

AWS SES&SNS, Newsleopard(email), MAAC(LINE messaging provider), and EVERY8D(SMS provider) SepDec 2018 Junior Backend Developer, 17Media Real-time interactive quiz game in video streaming Implemented game mechanism and management interface Conducted stress test for up to 100K users playing game at the same time Scheduled notification module Dealt with max about 10M of message transmission in 15 minutes Streaming simulator Simulates users’ actions in video streaming Triggered by slack commands to simplify testing flow Educations SepJan 2018 Attended Graduate Institute of Electrical Engineering, National Taiwan University SepJan 2011 Attended Department of Bioenvironmental Systems Engineering, National Taiwan University

方便使用者觀察路徑生成過程 主要使用了Jetpack compose(大量canvas操作) 作為app主軸，配合flow, coroutine, hilt 以MVI架構所製作而成 Github： ssj0936/SearchEmulator 學歷國立台灣大學 資訊工程學系 碩士學位國立中興大學 資訊科學與工程 學士 技能 Java Kotlin Android html + css + javascript MySQL PHP 語言 English — 中階 Japanese — 初

. Implemented a CI/CD pipeline for automated deployments to Microsoft Azure, streamlining product releases. Deployed the platform to Microsoft Azure, achieving remote monitoring and management capabilities for connected devices. FebOct 2017 Software Engineer • Hewlett Packard Enterprise Leveraging extensive Linux system expertise, I deployed services and ensured the stability and reliability of server products. Performed unit testing and simulated high-load scenarios using Python to guarantee product stability under diverse operating conditions. JanJan 2016 Education SepJUL 2012 National Taiwan University Master of Electronic Engineering SepJul 2010 National Cheng Kung University Bachelor of...

. • Presided over weekly study group on discussion of technical articles on Medium. • Worked with Product Management and Backend to launch new products and release new features to existing systems iteratively. • Supervised all Frontend deliverables, and completed 8 dashboard and over 10 official site projects for the past 2 years. Education TibaMe 2018//12 Java Class National Taiwan University 2011//06 Bachelor of Chemistry Skills Framework React Vue.js UI API Material UI Ant Design iView Element Language JavaScript HTML CSS CI/CD GitHub GitLab Jenkins Ansible AWX Bundler Webpack Vite

with responsive web design. With passion for startups and product development, I am a self-motivated learner and enjoy exchanging expertise with my team. https://www.linkedin.com/in/benben994 [email protected] Educations Master of Engineering in Computer Science, National Taiwan UniversityBachelor of Engineering in Computer Science, National Tsing Hua UniversityWorking experience Senior Engineer, Prenetics, Taiwan AugPresent React/Next.js/TypeScript/Vite/Storybook Developed a new portal platform independently within three months, swiftly mastering backend API integration, and adeptly troubleshooting and resolving backend code

2017 | 台北市 使用 Chart.js 製作交互式的數據圖表 於舊金山灣區進行市場研究，包括當地市場格局、客戶偏好和競爭分析 學歷 University of Essex 碩士 電腦科學 •國立台灣大學 資訊工程學系與創意創業學程 •倫敦大學 學士 電腦科學 （休學） •Y Combinator Startup School 2016 技能 Node.js