CakeResume Talent Search

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 Optimization: Used Direct Preference Optimization (DPO) to optimize Reinforcement Learning, improving model efficiency and decision quality. [ G itHub ] Graduate Research Assistant OctOct 2023 Institute of Information

OTA (over the air) upgrade firmware experience Familiar with Debug tools : Oscilloscope, Logic Analyzer, Spectrum Analyzer, GDB. Good teamwork and foreign engineer co-work experience. Familiar with product testing and safety certification experience. 工作經歷 Senior Software Engineering Browan Communications, Inc. • MarPresent Responsibility Develop LoRaWAN IoT sensor device project, OBM/ODM/OEM production test and safety certification. 1. Completed about 10 product cases of the company 2. Good business logic and participate in product specifications proposals 3. Developing the LoRaWAN protocol. 4. Provide program development sample

Set up monitoring and logging with Prometheus, Grafana, and Loki. Integrated end-to-end testing using Cypress.js and enhanced CI/CD with ArgoCD and GitHub Actions. Refactored the SaaS platform for better scalability and added role-based access control (RBAC) with OPA. Upgraded the LoRaWAN network for increased throughput using AWS IoT Core and Apache Kafka. Developed a chicken identification model using Mask R-CNN and vision transformers, with a high accurate weight estimation using XGBoost. Built a real-time data pipeline for chicken weight prediction on farms. Deployed lightweight object

案 2023年8月 - 現在 （一）AI繪圖生成 ◆人物設定（角色外型設計、表情控制、三視圖、立繪） ◆插圖（原創、二創、委託、商稿） ◆Controlnet骨架實用 （二）LoRA模型製作 ◆自製角色LoRA模型 （三）AI教學 ◆一對一AI教學內容規劃（目前學生有兩名） ◆Stable Diffusion實用教學 ◆Niji.Journey實用教學 ◆PS智

合 問題追蹤處理(Issue tracking) 新技術/市場研究 系統整合 [BSP/Driver] Kernel Bootloader Peripheral Driver Diagnostics SW Middleware Porting [Connectivity] WiFib/g/n/ac/ax/6E BT/LE 5G NR Zigbee LoRa/LoRaWAN Sigfox NFC RESTful API MQTT Websocket 軟體開發 Git/SVN/CVS C/C++ Python Linux FreeRTOS FastAPI Flask HTML/CSS Javascript ASP.NET D3.js Unity ROS Tensorflow Amazon Alexa SDK Amazon AWS IoT Amazon AWS Lambda

Yii Chen Senior Flutter Developer | iOS, Android 7 years in Mobile. 5 years of Flutter. Organizer of Flutter Taipei and Flutter Formosa. Also Writer and Speaker. Stay focused on Flutter and be an influencer. Keep positive to impact whom I work with. Taipei, Taiwan 技能 Java Kotlin Android Swift iOS Dart Flutter MySQL Linux 工作經歷 Mobile Lead HerFIT • March SeptemberPresent Run HerFIT, which is a female fitness app. Keep offering products with a high-performance experience by using Flutter. Skill： Flutter · Dart Senior Flutter Engineer 維諾森

Erlang and PHP, running complex business logic for tens of thousands of users in realtime. Maintained zero auction logic bugs from launch through three years of production. Built a chat server for a social networking startup in Erlang. Supported multiple client protocols and highly dynamic group chats. Implemented in-house tools including web frameworks, database schema management libraries, and OpenID servers JanuaryDecember 2012 Consultant • Freelance Siemens Wattsense: Optimization and feature development for a LoRaWAN server for low-power IoT sensors. Fixed various in-field performance problems and added new algorithms for power...