Migo Yu-Cheng Liao NLP Engineer & Software Engineer | Interested in Sentiment Analysis and Social Computing Taipei，Taiwan [email protected] Work Experiences Naturint., NLP Scientist/Sr. Software Engineer, June/2018 – Present •Introduced and optimized the NLU model for our virtual assistant. •Responsible for content design, NLU model, data analysis, and UX optimization. •Executed NTD 20 million AI solution, which is the first virtual assistant by ChatBot in the aviation industry in Taiwan and it was released in September•Performed analysis and in-depth reviews of virtual assistants to improve product and troubleshooting

team leads and engineers to maintain Freehunter System including Frontend, Backend, Cloud Infrastructure, BI Tool. Product Leader of all teams (Tech, Design, BD, SEO) to research, re-design, and re-vamp the Freehunter 2.0 including tech stack, design flow, business model, and SEO strategy. Full Stack & NLP chatbot engineer • Asiabots 一月十二月 2019 Work with CTO to execute the R&D project. Enhance and grade company tech assets. Deploy a working prototype to show the R&D results. Work individually as well as help teammates with Technica. Collaborate with

QA, etc.) - Coached junior developers for both onboarding and enhancing code quality. - Introduced typing system by Typescript for better maintainability. - Migrated frontend framework from AngularJS to Angular. Software Engineer • AI4quant MaySepUsed NLP model and image processing help E-Commerce client to eliminate duplicate products. - Assessed NLP models for time series data. - Studied the state-of-the-art DL models like Efficient-Net, Transformer-XL. - Built a mobile app to receive data from various wearable devices via blue-tooth connection for monitoring user's health condition by DL models. AI Algorithm Development Engineer

Khaidzir Muhammad Shahih [email protected] https://www.linkedin.com/in/khaidzir-muhammad-shahih Experienced professional specializing in Python and backend systems. Currently driving AI-driven chatbot development and contributing to backend solutions for meeting transcription. Have some experience in NLP. Experience Back End Engineer • Prosa.ai DecemberPresent | Bandung, West Java, Indonesia Designing system architectures and databases. Coordinating with a team comprising a Project Manager (PM), Technical Lead, Frontend and Backend engineers, Quality Assurance (QA) engineer throughout the planning, execution, and evaluation phases of application

Inc MarOctTaipei, Taiwan Experienced with lead game designer. Design suitable campaign contents for users, make optimizing proposals , debug release version/content. Use Jira to track bug situations, Unity for adjusting game proposals and debugging. Use Github & Sourcetree for modifying game content data. Linguist of Chinese NLP Sinequa JunDecParis, France Linguistic Engineer Improve B2B search engine performance in Traditional Chinese. Enlarge vocabulary database . Chinese Teacher Rencontre et Culture France Asiatique Association (RCFA) SepJun 2014 Paris, France Teach high school students how to write and read Traditional Chinese. Make suitable teaching contents. EducationInstitut

抓取金融新聞，將繁體文章標題與內文透過語言轉換工具(opencc)轉為簡體，最終使用情感分析工具(snownlp)進行股市漲跌分析。 技術：NLP、Beautifulsoup、 opencc 、 snownlp 、 Matplotlib 台灣景氣指標預測模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型，以各式台灣景氣指標當作輸入，輸出未

Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for