CakeResume Talent Search

LeoWeng翁維陽 Data Scientist Taipei, Taiwan [email protected] mCultivated with statistics and optimization background. 2+ year integration experience of semiconductor process. 3+year experience in EDA analysis, Strong problem solving ability by data mining skill under great pressure. Experience in management as team leader with Great communication skills to cooperate cross cultural teams. I learn things fast in diversified areas and propose solutions by leveraging in-depth domain knowledge with data science. Skills & Toolkits Data Lake/Warehousing : Python, R, mySQL, Java Machine Learning : Scikit learn, Tensorflow, Pytorch

劉又瑋 YU-WEI LIU Phone :Email : [email protected] 兵役 : 役畢Education National Central University, Electrical Engineering~National Taiwan University, Biomechatronics Engineering~Skill Python | Pytorch | Django | C++ | MySQL | Verilog | C Correlated curriculum Machine Learning , Deep Learning for Computer Vision , Data Structure and Algorithm, Operation System Digital Image Processing, Bioinformatics Algorithms , Biomedical Data Mining, Computer Organization, Digital Systems Design, Digital Signal processor Thesis title：Using deep learning to predict T-cell receptors binding specificity Project Experience C++ Greedy snake design Verilog Gobang in FPGA Single Cycle implementation Python Data structure algorithm

volumes of text data, such as articles, documents, and customer reviews. Implemented the intelligent resume consultant system in Python, and conducted data analysis and statistical analysis to optimize the performance of the system. I conducted research and optimization on algorithms for human pose estimation models, including techniques such as region-based multi-person pose estimation (RMPE) and spatial transformation network (STN), for use in personal yoga, gym, and boxing instruction. JanJanEDUCATIONNational Sun Yat-sen University (NSYSU) Bachelor of Science in Applied Mathematics TECHNICAL SKILLS Programming: Python, R, C++ Machine learning framework: PyTorch, TensorFlow, Tensorly, Keras

Workshop with 50+ participants and confidently accounted for steps in detail OCTJUN 2019 Extracurricular Activities Taiwan Blockchain Academia • Enterprise Blockchain Development Team ．Collaborated with 10+ teammates to do market research and provided technical support ．Exhibited at Tainan Blockchain International Fair with 600+ participants including Vice President Lai SEPPresent Project The AI Partner For Meeting Minutes (Machine Learning Project) • Independent Study at NCKU CSIE Intelligent Knowledge Management Lab ．Fine-tuned NLP model to generate summarization for meeting minutes task based on PyTorch and Hugging Face and deployed the website service based on Django and Bo...

Yuhe Xiong 熊雨荷 Data Scientist Taipei, Taiwan [email protected] Graduated from National Taiwan University last June. Interested in mathematics, curious about data, using algorithms to solve real-life problems. Skills Mathematics: Linear Algebra, Advanced Calculus, Statistics, Probability theory Data Analysis/ DataBase: Python, R, MySQL Model: Scikit Learn, Pytorch, Tensorflow System: Linux, Hadoop, Spark, Docker, Git Data Visualization: Tableau Web: Flask, Django Project 10 4 Job Salary Predicti on 2022/10//01/17 ▪Web Crawler an d Data cleaning (Selenium, Regex) Collected raw data on 104, Medium, ithelp, ptt

份有限公司 FebPresent Mayo Clinic Project Python, Bigquery, SQL Using American data Build association models for medicines, diagnoses, procedures, surgery, lab test, diagnoses extracted by NLP Prescription Error Detection System SQL Billions of prescription data Detection of wrong prescribed medicines Health Insurance Declaratio n Recommendation Syste m Pytorch GRU-based deep learning model, co-occurrence association statistic modal R ecommend the proper diagnosis codes for each prescription Missing Diagnosis Detection System Natural Language Processing Using NLP to extract diagnosis terms and translate them to a diagnosis code and combine it with usage frequency Web-based Internal Tool

運用 每項專案都是團隊合作的結果 專案 的介紹可以來我的作品展示網站看看 https://hirortw101.github.io/ [email protected] Python Deep Learning PyTorch FastAI Keras ultralytics/yolov5 Image Processing OpenCV scikit-image Data Analysis Numpy Pandas Matplotlib Plotly TensorBoard GUI PyQt 開發環境/工具 OS Windows Manjaro Ubuntu IDE Anaconda Jupyter PyCharm VScode Tool Docker Git Edge computing PyTorch Mobile Jetson Nano TensorRT 專業課程