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.
Python
Java
C++
Unemployed
Full-time / Interested in working remotely
Less than 1 year
National Chung Hsing University
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Physics, Minor in Computer Science and Engineering
Process Engineer @Taiwan Semiconductor Manufacturing Co.
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2020 ~ 2021
Software engineer
Within six months
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
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
2022 聯發科技AI競賽 IEEE ICME 2022 Grand Challenge: Low‑power Deep Learning Semantic Segmentation Model Compression Competition for Traffic Scene in Asian Countries @國立中央大學 National Central University
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2022 ~ 2022
Software engineer
Within three months
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