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潘揚燊 ㄕㄣ Shen Pan Kaohsiung City，Taiwan •  [email protected] 希望職務：人工智慧、機器視覺應用開發工程師 現任 : 聯華電子 RPA 平台全端開發工程師 您好，我是潘揚燊，目前任職於 聯華電子 ， 擔任 RPA 平台全端開發工程師 ， 畢業於元智大學工業工程與管理學系研究

Nelson Chen Senior engineer Dedicated Software Engineer with 6+ Years of Experience Senior software engineer specializing in web page development and deep learning. Proficient with machine learning technologies, such as TensorFlow, Numpy, etc. Experience Senior engineer • Chicony Electronics Co, Ltd. ．Build an Auto-Encoder AI model for defective detection. ．Build an object detection model for detecting car types. ．Developed a Front-End and Back-End website for data analysis. ．Manage the production process and make it automated production. NovPresent Software engineer • Teco image systems co. ltd ．Developed and maintained MFP driver

1. 神經電生理訊號分析、神經細胞追蹤分析，與藥理試驗。 2. 研究論文撰寫與國際研討會的舉辦。 技能 Data Science Data Analysis, Image Analysis, Machine Learning, Deep Learning, Statistical Analysis, Data visualization Programming Python, PyTorch, NumPy, Pandas, Matplotlib, Scikit-Learn, Git, PostgreSQL, Docker Biotechnology Neuroscience, Genetics, Imaging, Scientific Writing Soft skill Project Management, Probelm Solving, Team Player, Proactive Communication 語言 English — 專業 Chinese — 母語或雙語 French — 初階 學歷

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

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

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...

YANG MENG-HAN A data lover with over 5 years of experience. I like to live in data. Data always tells stories. I am a translator, explaining to people the language of data. Exploring data from different perspectives makes me see the world especially. This is an essential trait to be a data worker. Sometimes, I am an architect; building algorithms and models lead you to see the company vision you’ve never seen before. If you are looking for an obedient employee, sorry I am not the one. I would be