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BO-GUAN JHOU Phone :| Email : [email protected] | LinkedIn : boguanjhou | GitHub: NeoJay0705 EDUCATION National Taiwan Normal University M.S. in Computer Science & Information Engineering SeptJuneNational Chin Yi University of Technology B.S. in Electronic Engineering SeptJuneSKILLS Programming : Java, Go, Python, C++ Web Development : Spring Framework, PostgreSQL, MySQL, Redis, MongoDB, Elasticsearch, RabbitMQ, Kafka, XXL Job, Microservices, Non-blocking IO (Netty), gRPC, Dubbo RPC, ELK Stack, Vue.js DevOps: Docker, Kubernetes, GCP, GitHub, GitLab, Shell Scripting Others: Git, Design Patterns, Clean Architecture, Machine Learning, Tensorflow, NLP WORK EXPERIENCE Gram Backend Software Engineer OctOct

and improving development efficiency. Optimized website performance with server-side rendering, caching, and resolving critical issues like Algolia-related server-side crash. Mentored team members on React best practices, fostering a collaborative and skilled team environment. Research Assistant, Academia Sinica 11//2020 Conducted research in NLP and machine learning, focusing on models like BERT and multi-task learning. Authored a publication: "Detecting Deceptive Language in Crime Interrogation," presented via a recorded session at an NLP conference. Developed a Memory Networks-based application for detecting deceptive language in collaboration with an international research team

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

工作經歷 豐泰企業 (2021/07 - 至今) 職位：RD，自動化部門 主要職責： 光學系統及自動化機台軟體開發 成功開發多台現役於海外工廠的量產機台 AI部門創始成員 (2024/03 - 至今) 參與AI server架設及UbuntuLTS作業系統建置 利用Docker進行硬體資源管理 主導RAG系統開

立承擔複雜系統的開發與維護。 Backend Engineer Taipei City，TW Email : [email protected] Skills Programming Python FastAPI Flask Pandas LangChain Scrapy Shell script Golang(Basics) Database MySQL Redis Elasticsearch Industry Knowledge CI/CD Flow RESTful API Swagger LLM NLP OAuth 2.0 Cloud system design Database design Systems analysys Cloud Service / System GCP - GCE、GKE、CDN、Cloud Run、Cloud Build、Cloud SQL、BigQuery、Load Balancing、Strorage、Vertex AI AWS - EC2、S3、RDS、DMS Linux - Centos、Debian、CentOS DevOps Docker Kubernetes GitLab Work Experience 旺旺中

行人工標註和確認。 知識圖譜：維護現有的關聯資料，開發API使其可以查詢、修改、合併。 智能營銷工具：(1)將經過命名實體識別、自然語言處理、分詞和情感分析等前處理後的文章進行算法提取可能的聚類信息；另外，將文章提到的圖片和影片下載存