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Yu-Chuan Chen (Charles Chen) A proactive BS student in Physics and minor in Computer Science at the National Chung Hsing University. Possess strong leadership and empathy to promote teamwork. Have the physics characteristic of finding origins of problems and emphasis on definition of things. Keen to pursue a career in software engineering with a focus on software development and data science! Email: [email protected] EDUCATION National Chung Hsing University | Taichung, Taiwan Sep 2018 – Jun 2022 Bachelor of Science , Major in Physics and Minor in Computer Science and Engineering Last 60 GPA: 3.

visualization and machine learning to automate issue analysis, saving 90% of human effort Projects Voda Scheduler FebPresent https://github.com/heyfey/vodascheduler 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 several 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

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

和任務分配。 問題的提出和討論，資訊共享，以及問題的解決 。 數據的提取、操作、計算和視覺化 。 研究助理 • 與中鋼合作Python/ Keras and Tensorflow/ Computer Vision/ 機器 學習 /深度學習 專案主要負責人員之一，主要負責 模型研究、設計、訓練和評估 。 數據處理和固定的進度及

Data Scientist • Statista JanuaryPresent • I am working on statista (Apprenticeship) and learning data science with python. • Data wrangling with Pandas, Numpy, Scipy and Statsmodels Android Developer • Java | Firebase | Android Studio JuneSeptember 2021 • I have DoneAndroid Applications . Like Video Player Apps , Gaming Apss , E-Commerce Applications,etc Data Scientist • TensorFlow JanuaryPresent • I am learning and doing an internship at tensor flow as a data scientist. • Reduced customer support call time by 50% through building a machine learning model to predict customer support issues. Digital Marketer • Digital Forest Technologies JanuaryPresent I work with International Clients as a Digital

Recognition billiard via U-Net and OpenCV Hitting strategy coding by python Mechanical Design 2020 Taiwan Big Data Analysis In Smart Manufacturing Competition - Special Prize Teamwork Handle the actual manufacturing or operational data provided by the industry and predict the time series data. Data analysis and preprocessing Neural network (TensorFlow) / Scikit-learn / Ensemble Mechanical Engineering Project - Silver Award Teamwork Project name: Warehousing and Automation System - Fetching Robot and Automated Guided Vehicle Arduino/EV3 Mechanical design/manufacturing Other experiences Pass By Value - Computer Information Education Volunteer Computer Information Education Volunteer in remote areas in Malaysia Teaching

Rxjs Experienced in Jest JavaScript ES6 Experienced in Express 4 Experienced in Mocha Experienced in Chai Experienced in Node C# Familiar with Windows Forms Experienced in Unity Experienced in EmguCV Experienced in ASP.NET Web Forms Python 3.6 Familiar with numpy 1.16 Familiar with TensorflowFamiliar with KerasExperienced in h5py Experienced in pyplot GUI Test Experienced in Robot Framework Experienced in Selenium Experienced in Appium Database Experienced in TypeORM Experienced in mongoose Experienced in BCNF design Experienced in ER Diagram Experienced in Robo 3T Experienced in DBeaver Process Experienced in TDD Experienced in OOAD Experienced