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

Problem Solving (Intermediate) Certificate

HackerRank

Problem Solving (Basic) Certificate

身為一個樂觀積極的人，我總是對新的事物抱持著好奇心，並且持續學習。
不論是學業表現與課外活動我都投注自己最大的努力、持續追求自我成長。

技能：軟體開發 · 類神經網路 · 資料分析 · 資訊管理 · 分析技巧 · HTML · 階層式樣式表 (CSS) · Client-server Application Development · JavaScript · TensorFlow

國立成功大學 National Cheng Kung University

技能：軟體開發 · 用戶端/伺服器 · 資訊管理 · 網際網路協定套組 (TCP/IP) · 資料庫設計 · 分析技巧 · MySQL · .NET Framework · Windows Presentation Foundation (WPF) · Client-server Application Development

國立中正大學 National Chung Cheng University

成功大學資管碩士

鍾秉諭

Research Assistant

1.Built detection models for Chailease Finance to solve the Buy Now Pay Later Payment (BNPL) fraud detection task
2. Implemented data visualizing methods such as density distribution analyzing, fetaure engineering, and t-SNE to provide insights into the nature of the data distribution
3. Utilized Generative Adversarial Network (GAN) to solve the highly class imbalanced problem in BNPL dataset
4. Used traditional machine learning algorithms such as XGBoost or Random Forest and deep learning model such as Multi-Layer Perceptron (MLP) to detect fraudulent transactions. 
5. The proposed method attains 5% improvements on AUC score

台灣台南市

1. Won the technology award and the most popular award in 2021 TSMC IT intern hackathon by developing an order management system to analyze employees’ feedbacks on staff meals
2. Implemented google Remote Procedure Calls framework on node.js and C# to develop a real time log report and data diversion system for electronic design automation tools, achieved low latency and high throughput communication

鍾秉諭’s posts