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. Mechanical Engineer (Vehicle Chassis), HAITEC, 2016//4 Design and develop steering wheel and airbag. SKILLS Programming Python C++ Development Tools PyTorch OpenCV Linux Docker Git Domain knowledge Super resolurion Object detection Face detection and recognition Machine Learning Web Crawling EDUCATION INSTITUTE FOR INFORMATION INDUSTRY Data Engineering and Data Analytics Intensive Training Program (2018//11) NATIONAL TAIWAN UNIVERSITY (NTU) Master of Mechanical Engineering (2013//7) NATIONAL TAIWAN UNIVERSITY (NTU) Bachelor of Mechanical Engineering (2009//6) CERTIFICATES Microsoft Professional Program: Data Science Certificate TOEIC Golden Certificate (915/990) PROJECTS

D. - Photonics,2015 ~ 2020 Member of The Phi Tau Phi Scholastic Honor Society of the Republic of China. TSMC, OPC Chief Engineer, since Mar 2020 ~ Present Proficient in python, TensorFlow, Optical Proximity Correction, and Automation. Led projects focused on: ◆Leveraging Autoencoder for Uncovering Hidden Patterns in Unlabeled Data ◆Data Analysis & Visualization ◆OPC Task Scheduling Remote Control System ◆Manipulation of GDS/OASIS Files ◆Reviewing the latest academic journal articles and the latest publications The University of Tokyo, GODA LAB, Foreign Researcher, Oct 2017 ~ Sep 2018 python/TensorFlow/MATLAB/LabVIEW ◆Cell Image Classification and Data

柯冠廷 AI engineer 目前於坤侑科技擔任數據工程師，主要負責NLP 相關AI開發和演算法的開發，對於公司的AI相關專案進行分析和規劃，並參考相關論文資料。過去在日盛證券數位發展處擔任大數據工程師，做過AI理財機器人、新聞情感分析和推薦系

Lea Yeh / 葉美伶 現任聯發科技公司 | AI & Big Data 部門 | 半導體先進製程 | 資料科學家 業務橫跨公司成本控管及晶片開發，開發 PB-level 資料從 data integration 到 machine learning 的所有環節，能快速分析巨量資料，並從資料源頭提升 prediction model 表現。 Data Science, 透過 machine learning model 改善控制手機溫度控

data science. Accustomed to communicating and failure analyzing with cross department. Tainan City, Taiwan Skill Experience 5yrs Product development and validation 3yrs FAE to client 3yrs Display development Optic Display optics and design Wide-view technology Polarizer and Thin film process Knowledge of Color theory, Optic, Crystal optic Data science Statistic Python, R, SQL DFSS Knowledge of ML/DL, Data modeling and visualization Personality Traits Motivated learner Accustomed to communicating Flexible and open-mind Language Chinese - Native English - Intermediate Work Experience Technical Project Manager CM Visual Technology Corporation •Present Responsible for: 1. New product development project

Chun-Ti (Peter) Chou AI (DL/ML) Researcher & Engineer / Signal Processing https://www.linkedin.com/in/chun-ti-chou/ [email protected]/Hsinchu, Taiwan Ｗorking Experience and Education Senior AI Research/Engineer NeuroBonic Inc. • MarchPresent As a core startup member, I am responsible for developing a DL framework for our emotion recognition solution. The team joined AppWorks AW#25 (JulyDec, a startup acceleration program. Skills : Digital Signal Processing (SciPy, Librosa), Deep Learning (PyTorch), Project Management Master's Degree, Computer Science and

develop effective solutions for challenging situations. Paid attention to detail while completing assignments. Built U-Net model for reconstructing 12 LEADs ECG signals. AI-based heart disease diagnosis model with LSTM, TCN, and/or attention layer architecture. Built WaveGAN model for augmenting 12 LEADs ECG data. Auto-encoder model for ECG de-noising. Maintain backend testing server. Project Manager Fair Well Fishery Co., Ltd., Kaohsiung City, Taiwan AprSep 2020 Collaborated with CLS France for data analysis and visualization. Also built Machine Learning Model for Purse Seiner in West /