//assets.cakeresume.com/assets/contentarea/contentarea-2d64eca8dae2a1ffb31e0fb1df887bbad072c7c19734d7d30fa14884bbcc299a.css

This study proposes a novel cancer scoring card (CSC) method, which uses the weights of each image feature to build a scorecard, and further optimized using an intelligent genetic algorithm. To apply image analysis of H&E stained colorectal lymph node slides. The degree of metastasis is determined by the sum of the feature weights. The system can provide interpretable results such as image scores and features to assist the doctor in interpreting the lymph nodes for metastasis. The area under the curve (AUC) of support vector machine (SVM) is 0.9995, and the AUC of CSC is 0.9992.
https://ndltd.ncl.edu.tw/cgi-bin/gs32/gsweb.cgi/login?o=dnclcdr&s=id=%22107NCTU5112002%22.&searchmode=basic

Developing a novel cancer scoring card method for 

Software engineer

蔡采潔

An animal adoption platform that integrated the shelters and meet map in Taiwan. Users can quickly find pets through multiple search conditions or track the pets they are interested in.

Never Stray

Now I try to be a full stack engineer.
I'm a self-learning backend engineer and a cross-disciplinary learner. I like to solve problems by coding, and keep on writing clean and stable code, so that can spend less time adding the follow-up enhancement functions and error correction.

碩班主要學習：影像處理、機器學習等，碩論延續病理切片研究計畫，利用可解讀的特徵以演算法進行權重優化分配，並輸出將影像特徵的重要程度量化的計分卡，應用此計分卡替代機器學習以黑盒子模式進行預測的工作。

National Chiao Tung University

以自己對生物科目的興趣為出發點，針對生物資訊領域作研究， 並申請科技部大專學生的專題研究計畫，其內容主要探討 B 細胞的抗原決定位的預測方法與如何提升預測準確率，在計畫完成後，將成果透過網頁型式呈現並與使用者做動態上的互動，協助分析過敏原 資料和抗原決定位的辨識工作，進而探討過敏反應與藥物的交互作用關係。

Feng Chio University

Taiwan Semiconductor Manufacturing  台灣積體電路製造股份有限公司

工程師

• Built APIs with Python FastAPIs web framework, based on Pydantic type hints
• Familiar with search API with multiple queries based on Restful designed, like aggregate function, having clause
• Implement the concept of microservices by Docker Compose, each project communicates via API gateway
• Connect Google OAuth 2.0 API for third-party login and JWT token for native login
• Using Alembic toolkit for auto-generating database migrations
• Self-learning and independent development with React and Typescript at a tight deadline.
• Effectively communicate with the backend and adjust the APIs based on previous backend experience.
• Using Ant Design for React UI library or custom component
• Using Redux Toolkit for centralizing state management and simplifying many common use cases, like creating Reducer.

台灣台中市

長佳智能股份有限公司

• Web Application development with Node.js
• Import AJV validation for input and redesign the project structure
• Chat room development with firebase realtime database
• Stable and clean code writing for APIs and scheduling
• Track and recovery other senior engineers error and refactor code
• Database table design and maintain

gets-info

Backend Engineer

A large number of practical development, and the ability to build engineering thinking and problem-solving.
Independent architecture and development, extensive debugging, performance testing and system optimization, complete solutions for large creative applications.

AppWorks School

Trainee

Research assistant

Adjust deep learning models and parameters by Python, use front-end technology such as HTML, CSS to set up a page for doctors to mark the abdominal X-ray system

Ever Fortune.AI

Assistant R&D engineer

Complete the bee and Rockman games in C# language by unity. Have more practical operations on game design concepts such as game objects, scenes, cameras, lights, components, etc. Internship hours are 551 hours.

分享