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Chun Shan, Wang [email protected] SUMMARY I'm a skilled software engineer, experienced in NLP and Data Engineering for over 4 years. I've delivered dependable solutions across commercial, educational, and psychological counseling domains. Expertise lies in deploying stable systems, ensuring valuable and trustworthy development. My background seamlessly integrates data and machine learning for comprehensive solutions. KEYWORDS: Python, NLP/NLU, Backend, Data, CI/CD, kubernetes, JAVA Spring, EXPERIENCE Data Engineer,now, TSMC I Build and improved the Python/JAVA services, including caching service with mongoDB and Redis, monitoring

Cathy Chen Sr. Data Analyst Senior data analyst with over 6 years experience in ETL, data visualization, exploratory data analysis, machine learning, deep learning, customized online dashboard using SQL , R , Python and data analytics tools. Data Scientist, Data Analyst Taipei, Taiwan [email protected] Experience Sr. Data Analyst • TrendMicro NovNow Work with cross-functional teams(UI/UX designer, Front-end, Back-end, Marketing, PM, Sales) to provide related data, design metrics, report and dashboard. Cross app data tracking and user journey analysis. VisionOne customers engagement score - the metrics can help fields to

reader , AGV/AMR , etc. and provided optical inspection solutions. -Developed potential customers, built up Sales report. -Built up Vision testing enviroment for project evaluation. Sales Manager • URVISION Co., LTD. MayNovSold components of machine vision , 2D/3D camera, lens, LED illuminator, image grabber, Deep learning software , etc. -Develop potential customers, visit customers regularly and maintain customer relationships. -Sales volume increased by 3 0% year by year. Sales Supervisor • SOLOMON Technology Corp. NovMaySold components of machine vision , such as 2D/3D camera, lens, LED illuminator, image grabber, Machine vision

謝慧珊 目前就職於公家機關擔任資訊人員，熱愛閱讀與寫作， 即將於致理科技大學進修商務智慧與創新科技研究所碩士班， 研究範圍為AI創新科技領域。 個性情感充沛並且喜歡觀察人群與反思，勇於接受挑戰。 座右銘： 樂觀積極，感恩惜福 www.shammixxd159

etc.) Model Training and Tuning Tips Adjusted the data batch size according to the hardware performance, and adjusted the normalization method in hidden layers. Used Microsoft nni to adjust hyperparameters during model architecture and training. Combined with Explainable AI methods in the training process. Trained with Optuna and TPOT in machine learning projects. References Rewrite Schema For deep learning projects, we referred to various literature and developed reusable modules that consistently improved model performance. Examples include SelectiveKernel, GhostModule, MixedPoolingModule. Statistics Checking Skills Regression model R-squared, RMSE, MAE, Residual An...

供相對應的數據分析 - 針對不同 project 進行 exploratory data analysis 分析 AI 工程師 • 林口長庚醫院-AI core lab 六月三月 2021 【建置 AI 模型與應用】 - 利用 AI deep learning CNN models，解決醫療領域的問題 - 利用機器學習方法輔助解決醫療領域問題 - 搭配 Linux bash shell 幫助 AI 模型的運行 1. Corneal ulcer - 建立

Dashboard與移動端App 。 技能Skill Data Base MySQL 、 MariaDB PostgreSQL Hive、Presto Languages Python - 5+ years Pyspark - 2+ years R - 3+ years BI Tool Power BI Tableau CI/CD Gitlab CI Docker Compose Kubernetes Kubeflow Analysis Feature engineering Tree model、Time series Deep learning Model Stacking Tune parameters(Optuna) Cross validation(Oof) Others Kaggle Expert TOEIC 785 FastAPI Airflow Hydra Wandb 項目經歷Project Experience 包裹件量數據處理 搭建中國包裹件量數據底盤 新增時序、天