CakeResume Talent Search

machine learning to automate issue analysis, saving 90% of human effort Projects Voda Scheduler FebNovhttps://github.com/heyfey/vodascheduler (20+ stars) GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster Golang, Python | MLOps | Kubernetes, Docker, Helm, Kubeflow, RabbitMQ, MongoDB, Prometheus, Keras, Tensorflow, Pytorch, Horovod, REST API Architected and built a GPU scheduler using microservices architecture on top of Kubernetes and various open-source projects Sped up overall training time by 2.38x and increased cluster utilization by 1.4x with State-of-the-art scheduling algorithms with resource elasticity

過實習分享會、 迎新宿營。 參加【英文說書人】活動，閱讀英語讀本給幼兒園孩童。 曾為熱舞社、烹飪社社員。 作品 Machine Learning Machine Learning 技術： Python, Tensorflow, Keras, Pandas, Google Colab, CNN, RNN, Q-learning URL: Colab 備註：此前並無Python經驗，通過邊實作邊查資料的方式完成機器學習作業。 TICKTACKTOCK Android APP 目標：開發出一款

okt.wang Skills Programming C / C++ / Python / C# / Javascript Database MySQL Project Management Git / Jira / Agile Languages Chinese (Native) Taiwanese (Native) English (Conversational) Cloud service / Framewrok Docker / Flask / Unity / Phaser / Windows Form / PyTorch / TensorFlow / Pandas Industry Knowledge RESTful API / Database design / Unity Game Design / Object-Oriented Design / Deep Learning / Computer Vision / Model Quantization / Data Visualization EducationNational Central University Master of Science in Computer ScienceNational Normal University Bachelor of Science in Computer Science Project Experiences 1st

com Experience AMD，2022/05 - present Develop GEMM kernel for AMD GPU in GCN assembly Study on different stratedies on GPU kernel fusion such as GEMM + GEMM and GEMM + Softmax + GEMM Appier，2022//05 Developed API for AIQUA service Skymizer，2020//03 TensorFlow integration with DLA (Deep Learning Accelerator) Sped up float to int8 quantization by using x86 SIMD instructions(10%~50% improvement depends on batch size) Developed customized neural network visualization tool to help developers to debug graph partitioning result Amended forward shape inference in TensorFlow(e.g. Pad

implemented geolocation database with PostGIS - Built integration tests for backend applications - Optimized, re-built and introduced scalability to legacy services Back End Engineer 盈碩數位有限公司 • AprAugDeveloped backend applications to collaborate with front-end engineers in C#.Net and Python - Implemented projects in TensorFlow for reverse-image search, facial recognition and object identification in videos - Optimized data handling performance in legacy projects by 300% - Built internal tools to assist front-end engineers Technical Team Member 昱通資訊事業股份有限公司 • NovMarDeveloped Android applications for issuing parking

離物體檢測及類別辨識的任務，提升模型疊代的速度 • 使用 Faster-RCNN 檢測物體，並設計 SE Xception 模型來用作於類別分類 • 框架使用 PyTorch, Tensorflow 和 Keras Project Link 技能 前端開發 • HTML • CSS • Javascript • React.js 機器學習 • Tensorflow 2 • Pytorch • Keras • Scikit-Learn • Xgboost • Feature Engineering 後端開發 • Python Flask • Node.js 語言 中文 - 母語 英文 - 商用 TOEFL

Server) for 2 years since a master's degree. MarOctSales Engineer Kinetic Systems Corp. Promoting and selling analytical instruments in the oil industry, like LASER and GC. Having 2 experience of marketing research for new instruments. EducationMaster's Degree National Taiwan Normal University Department of ChemistryBachelor's Degree National Taiwan Normal University Department of Chemistry Skills Programming JavaScript/Jquery Html/Css Php & Python C# & Java MySQL/MSSQL Tools & Applications Google Colab Google Cloud Platform/Azure Github/GitLab Tensorflow/Scikit-Learn .NET Core/Spring Boot Language Chinese English