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Past
Senior Firmware Engineer @Artesyn Embedded Technologies2019 ~ 2022
・
韌體工程師/軟體工程師/控制工程師/演算法工程師/
Within one month
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
日本電氣通信大學 The University of Electro-Communications (UEC)
・
Robotics Engineering
Data science lecturer @Ittraining2020 ~ Present
・
Data Scientist 資料科學家_數據分析師
Within one month
HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: NLP (自然語言處理): - Silver medal (solo): (Kaggle) The Learning Agency Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a
Employed
・
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
Purdue University
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School of civil engineering (Stochastic & statistical hydrology)Data engineer @H2 Inc.2021 ~ Present
・
AI engineer, ML engineer, data scientist
Within three months
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
清華大學
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動力機械工程學系
Software Developer @ZeroLogix2022 ~ Present
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前端工程師 Front-End Developer
Within one month
王豪逸 中山大學資訊管理學系 研究所 [email protected] https://github.com/strongball 技能 程式語言 JavaScript TypeScript Python C Java C# 開發工具 Git Docker Linux(ubuntu) Jest 前端開發 Vue, Nuxtjs React , Nextjs Graphql Restful WebSocket CSS-in-JS, styled-components Electron 後端開發 Graphql ORM(Typeorm, Prisma) MySQL, PostgreSQL 資料分析 / 機器學習 Pytorch TensorFlow Keras Scikit-learn 工作經歷 科林儀器
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立中山大學-資管系
・
資訊管理Machine Learning Software Engineer @AMD2021 ~ Present
・
Machine Learning Engineer
Within two months
Employed
Full-time / Interested in working remotely
6-10 years
National Chiao Tung University
・
Computer Science
AI Engineer @Revlis Biotech Co. Ltd., Yunlin County, Taiwan2022 ~ Present
・
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within two months
in 8 years. Coordinated with Environment and Construction Authority to proceed monitoring projects. EducationMaster of Science National Sun Yat-Sen University Biological Oceanography, Multivariate Analysis, Time Series AnalysisBachelor of Science National Sun Yat-Sen University Oceanography Skills Certificate Deep Learning Machine Learning Statistics Multivariant Analysis Python SPSS SAS PyTorch Tensorflow/Keras Scikit-Learn Matplotlib Seaborn 1. Python from the Beginning / Udemy 2. Python A-Z / Udemy 3. Machine Learning A-Z / Udemy 4. Deep Learning A-Z / Udemy 5. TensorFlow 2.0 using Keras API / Udemy
Employed
Full-time / Interested in working remotely
10-15 years
National Sun Yat-sen University
・
Biological Oceanography, Multivariate Analysis, Time Series Analysis 
Senior Machine Learning Engineer @C-Media Electronics2020 ~ 2021
・
Machine Learning Scientist, Data Scientist
Within one month
Hao-Chun (Chad) Yang Ph.D Ph.D Graduate @NTHU (EE) | Seeking AI/ML R&D Position | Speech, IOT, Health Informatics, Computational Neuroscience | pytorch, tensorflow Room 315, General Building III, No. 101, Section 2, Kuang-Fu Road,Hsinchu City, Taiwan Skills Programming Programming: Python, Matlab DevOps: AWS, GCP, Git, Docker Deep Learning: Pytorch, Tensorflow, Keras ML& Data Science: Sklearn, Numpy, Pandas, Matplotlib MLOps: MLflow, W&B Special HonorsBest Challenge Poster - Physionet/CINC ChallengeTravel Grants - IEEE SPS SocietyPresident Scholarship - NTHU Education National Tsing Hua University Ph.D. in Electrical Engineering (SepPresent) National Tsing
In military service
Full-time / Interested in working remotely
4-6 years
清華大學
・
電機工程
Data Scientist/Machine Learning Engineer @CloudMile_萬里雲2019 ~ Present
・
Data analyst, Machine Learning engineer.
Within six months
Science CompetitionBlack Friday Sales Prediction Top 1% inteamsData Science Bowl Top 4% in 3634 teams - TalkingData AdTracking Fraud Detection Challenge Top 16% in 3967 teams - House Prices: Advanced Regression Techniques Top 8 % in 4417 teams 技能 Programming - Python - Java - JavaScript - Golang - C - PHP Data Science - Machine Learning - Deep Learning - PyTorch - Tensorflow - Keras - Hadoop Libraries - Pandas - Numpy - SciPy - Scikit-learn Miscellaneous - Linux - MySQL - MongoDB - Google Cloud Platform - InfluxDB - Postgresql - Docker - HTML5, CSS and Bootstrap - Git 關於我 我是孫郁喬，畢業於國立台灣科技大學資訊工程研究
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University of Science and Technology
・
Computer Science
Past
Service Provider @Taron Solutions Limited2023 ~ 2023
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AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
Within one month
轉為簡體，最終使用情感分析工具(snownlp)進行股市漲跌分析。 技術：NLP、Beautifulsoup、 opencc 、 snownlp 、 Matplotlib 台灣景氣指標預測模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型，以各式台灣景氣指標當作輸入，輸出未來經濟景氣趨勢階段。 技術：Pytorch、Pandas、Numpy、 Sklearn 論文發表 • Chen, X. Z., Li
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
・
資訊工程
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn ｜ GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow
Employed
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Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學（National Chengchi University）
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Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
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Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
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Time Management
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Professional Background
Current status
Job Search Progress
Professions
Machine Learning Engineer, Python Developer, Data Scientist
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data, Internet of Things (IoT)
Work experience
Less than 1 year
Management
None
Skills
Languages
Chinese
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Native or Bilingual
English
・
Intermediate
Job search preferences
Positions
Job types
Full-time
Locations
Remote
Interested in working remotely
Freelance
No
Educations
School
國立臺灣師範大學
Major
電機工程
蔡洪弦
學生
Hsinchu City, Taiwan 300
技能
系統
- Linux
- Windows
開發環境
- Tensorflow
- PyTorch
程式語言
- C
- Python
Conference
IST 2022
Unsupervised Cross Domain Learning for Noise Removal from a Single Image
Hong-Xian Tsai and Li-Wei Kang*
我們提出了一種無監督的跨域深度學習框架，用於從單個圖像中去除噪聲。通過引入兩個具有不同類型損失函數的 CycleGAN 結構，我們的模型學習框架有效且穩定地學習了噪聲清潔和清潔噪聲生成器。特別是，同時包含基於傅里葉變換和基於 Sobel 邊緣檢測的損失函數，可以在去除噪聲的同時重建更多必要的紋理/邊緣信息。對於未來的研究，將研究更有效的發生器設計和一些消融研究。
2022 IEEE International Conference on Consumer Electronics - Taiwan
Cross Domain Deep Learning for Noise Removal from LDCT Images
Hong-Xian Tsai and Li-Wei Kang* , Member, IEEE
提出了一種用於從 LDCT 圖像中去除噪聲的無監督跨域深度學習框架。來解決噪聲圖像的配對 LDCT 圖像訓練數據和相應的乾淨版本數據稀少的問題，所提出的模型以無監督的方式來實現非成對資料集LDCT去噪。
自傳
我是蔡洪弦，出生於新竹市的小家庭，平時的習慣是健身與打籃球，藉此磨練了身體與心智，加上高中以後對於3C產品的產生了興趣，所以我在大學時選擇往電機領域發展，期許自己在未來能成為科技進步的參與者，大學就讀銘傳大學電腦與通訊工程學系，大學期間加入了系上的機器人實驗室，也與實驗室伙伴參加了許多機器人國內外競賽，因此使自己在視覺與影像處理上產生了興趣，從中也學習到許多與同學合作與獨立完成開發項目的能力，後來研究所後推甄上了國立台灣師範大學的電機工程系，在這之前的暑假曾去做短期的測試工程師的助理，進入職場以後讓我認識到自身的不足，我很慶幸自己有選擇往碩士班進修，並有幸加入了康立威教授的多媒體實驗室，在研究所期間我除了學習到如何透過傳統影像處理的方式來提升影像品質，也在修習了其他領域的課程，以充實自己的基本能力。在課堂的期末專題，我使用Tensorflow與openCV，設計一個可以做Real-Time Mask Detection的簡單網路模型，在研究上我專注於學習深度學習的原理，研究的題目是使用Pytorch與TensorFlow的開發環境來研究生成對抗式網路應用於非監督式學習單張影像雜訊去除，使用CycleGAN、N2N、LIR與UID-FDK等目前最好的網路做修改與嘗試，從中得到啟發與想法，並在老師的指導下改進的網路架構在噪聲去除並重建乾淨影像上獲得了顯著的成果，在視覺上優於其他方法，期許自己的研究可以推進未來相關領域的發展，也期望自己未來在AI的領域可以有更好的成就。
碩班成績
學期GPA
- 學分：13 GPA：3.91
- 學分：13 GPA：4.0
- 學分：4 GPA：4.0
相關科目
- 深度學習 A+
- 平行計算 A+
- 電腦網路 A+
實作專案
- Real-Time Mask Detection
- Image Denoising
學歷
2020 - 2022
國立臺灣師範大學
電機工程
2016 - 2020
銘傳大學MING CHUAN UNIVERSITY
電腦與通訊工程
蔡洪弦
學生
Hsinchu City, Taiwan 300
技能
系統
- Linux
- Windows
開發環境
- Tensorflow
- PyTorch
程式語言
- C
- Python
Conference
IST 2022
Unsupervised Cross Domain Learning for Noise Removal from a Single Image
Hong-Xian Tsai and Li-Wei Kang*
我們提出了一種無監督的跨域深度學習框架，用於從單個圖像中去除噪聲。通過引入兩個具有不同類型損失函數的 CycleGAN 結構，我們的模型學習框架有效且穩定地學習了噪聲清潔和清潔噪聲生成器。特別是，同時包含基於傅里葉變換和基於 Sobel 邊緣檢測的損失函數，可以在去除噪聲的同時重建更多必要的紋理/邊緣信息。對於未來的研究，將研究更有效的發生器設計和一些消融研究。
2022 IEEE International Conference on Consumer Electronics - Taiwan
Cross Domain Deep Learning for Noise Removal from LDCT Images
Hong-Xian Tsai and Li-Wei Kang* , Member, IEEE
提出了一種用於從 LDCT 圖像中去除噪聲的無監督跨域深度學習框架。來解決噪聲圖像的配對 LDCT 圖像訓練數據和相應的乾淨版本數據稀少的問題，所提出的模型以無監督的方式來實現非成對資料集LDCT去噪。
自傳
我是蔡洪弦，出生於新竹市的小家庭，平時的習慣是健身與打籃球，藉此磨練了身體與心智，加上高中以後對於3C產品的產生了興趣，所以我在大學時選擇往電機領域發展，期許自己在未來能成為科技進步的參與者，大學就讀銘傳大學電腦與通訊工程學系，大學期間加入了系上的機器人實驗室，也與實驗室伙伴參加了許多機器人國內外競賽，因此使自己在視覺與影像處理上產生了興趣，從中也學習到許多與同學合作與獨立完成開發項目的能力，後來研究所後推甄上了國立台灣師範大學的電機工程系，在這之前的暑假曾去做短期的測試工程師的助理，進入職場以後讓我認識到自身的不足，我很慶幸自己有選擇往碩士班進修，並有幸加入了康立威教授的多媒體實驗室，在研究所期間我除了學習到如何透過傳統影像處理的方式來提升影像品質，也在修習了其他領域的課程，以充實自己的基本能力。在課堂的期末專題，我使用Tensorflow與openCV，設計一個可以做Real-Time Mask Detection的簡單網路模型，在研究上我專注於學習深度學習的原理，研究的題目是使用Pytorch與TensorFlow的開發環境來研究生成對抗式網路應用於非監督式學習單張影像雜訊去除，使用CycleGAN、N2N、LIR與UID-FDK等目前最好的網路做修改與嘗試，從中得到啟發與想法，並在老師的指導下改進的網路架構在噪聲去除並重建乾淨影像上獲得了顯著的成果，在視覺上優於其他方法，期許自己的研究可以推進未來相關領域的發展，也期望自己未來在AI的領域可以有更好的成就。
碩班成績
學期GPA
- 學分：13 GPA：3.91
- 學分：13 GPA：4.0
- 學分：4 GPA：4.0
相關科目
- 深度學習 A+
- 平行計算 A+
- 電腦網路 A+
實作專案
- Real-Time Mask Detection
- Image Denoising
學歷
2020 - 2022
國立臺灣師範大學
電機工程
2016 - 2020