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Senior engineer @Chicony Electronics Co, Ltd.
2018 ~ Present
全端工程師、後端工程師、前端工程師、軟體專案主管、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
Python
C
C++
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taiwan Ocean University
Computer science and engineering
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Past
博士後研究員 @洛桑大學神經發育疾病實驗室
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Data Science
Data Analysis
Machine Learning
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
洛桑聯邦理工學院(EPFL)
神經科學
Avatar of Wang Chunshan.
Avatar of Wang Chunshan.
Data Engineer @TSMC 台積電
2022 ~ Present
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Within one month
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
Backend Development
NLP
Python
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立中央大學 National Central University
網路學習科技研究所
Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Present
Software Engineer
Within one month
Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
Python
AI & Machine Learning
Image Processing
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學
生物產業機電工程所
Avatar of 王文祥.
Avatar of 王文祥.
經理 @鴻博資訊有限公司
2015 ~ Present
軟體工程師、電玩程式設計師、後端工程師、APP開發工程師、演算法開發工程師
Within one month
such as OpenCV, Scikit-Image, scikit-learn, NumPy, Matplotlib, PyQt5, etc., to implement various functionalities. Additionally, I possess the ability to develop mobile applications using Django and React Native. I am proficient in using testing frameworks, GitHub for version control, and Docker for deployment. . Machine Learning and Deep Learning Here is a summary of the relevant technologies in the field of machine learning that I have researched and become familiar with over the past year: Numpy (Numerical Computing Library) : Numpy is one of the core libraries for numerical computing in Python. It provides powerful
Python
AOI
MES
Employed
Ready to interview
Full-time / Remote Only
10-15 years
崑工科技大學
電子工程
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Past
Senior Front-End Software Engineer @KKSTREAM 香港商科科串流股份有限公司
2020 ~ 2022
前端工程師 Front-End Developer
Within one month
Front-End Development
Front-End Web Development
Javascript(ES6)
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立中山大學 National Sun Yat-Sen University
Computer Science
Avatar of 陳郁夫.
Avatar of 陳郁夫.
Senior Software Engineer & Feature Product Manager @聯發科
2022 ~ Present
資深軟體工程師
Within one month
department. I'm responsible for software architecture, development, and design in the multi-camera domain, with a primary focus on cinematic mode and open-platform-related development and planning. During my time pursuing a Master's degree in Information Management at National Chiao Tung University, I delved into deep learning and its applications in finance. My research culminated in a thesis on multi-modal deep learning for semantic models in stock trading strategies. Throughout my graduate studies, I actively participated in various competitions and received accolades for my contributions." 現任職於聯發
C++
Python
Machine Learning
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立師範大學附屬高級中學
Avatar of 鄒適文.
Avatar of 鄒適文.
Past
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技
2022 ~ 2023
資料科學家、資料科學工程師、機器學習工程師
Within one month
Shih-Wen Tsou - With more than 5 years of experience in Data Analysis, Machine Learning and Deep Learning, familiar with Modeling, Data Analysis, Image Processing, Machine Learning, and Deep Learning. Taipei City, Taiwan WORK EXPERIENCE Lead Data Scientist / Full Stack Data Scientist, Vinnovation Network, Taipei, Taiwan Data Engineering / Data Analysis Spearheaded the development of a fully automated data integration pipeline that aggregated diverse data sets into a S3 Data Lake. Successfully integrated a range of data sources, including real-time data feeds from AWS Redshift and DocumentDB, as well as batch processes to import traditional CSV
python
tensorflow
keras
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
台灣大學
大氣科學所
Avatar of chiyun chao.
Avatar of chiyun chao.
Research & Development Engineer @三竹資訊股份有限公司
2023 ~ 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 one month
趙啟雲 chiyun chao A software engineer with 4 years of experience in AI model training and backend development. In the domain of machine/deep learning, I am familiar with: - focus on NLP(Natural language processing) and DPI(Deep packet inspection) - NLP networks such as Transformer, BERT, T5 - have experience with AI training platform development with mlflow, Label Studio, DVC In terms of backend development, I have the following experience: - backend framework: Spring boot, Flask - familiar with DB syntax for Elasticsearch, PosgresSQL and MSSQL Taiwan E-mail: [email protected] Skill languages Python JAVA backend
Python
JAVA
Linux
Employed
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立中央大學 National Central University
資訊工程
Avatar of Shammi HSIEH.
Avatar of Shammi HSIEH.
資訊人員 @新北市淡水區公所
2023 ~ 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 one month
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
office
Python
WordPress
Employed
Open to opportunities
Full-time / Remote Only
10-15 years
致理科技大學
資訊管理系

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Within one month
Data Scientist
Logo of EPSON TAIWAN TECHNOLOGY & TRADE CO., LTD.
EPSON TAIWAN TECHNOLOGY & TRADE CO., LTD
2021 ~ Present
Taipei, Taiwan
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Data Scientist
Fields of Employment
Work experience
4-6 years
Management
None
Skills
python
machine learning
deep learning
statistics
MongoDB
MySQL
crawler
Github
Linux
MacOS
Google Data Studio
Google Analytics
metabase
Geography
CRM
PostgreSQL
ElasticSearch
BigQuery
Airflow
GitLab
Languages
English
Intermediate
Job search preferences
Positions
Data Analyst/Data Scientist
Job types
Full-time
Locations
Taipei, Taiwan
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
台灣大學
Major
生態學與演化生物學研究所
Print

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 a good choice of a cooperator and a storyteller.

  Taipei City, Taiwan   

工作經歷

Business Analyst  •  EPSON TAIWAN TECHNOLOGY & TRADE CO., LTD

三月 2021 - Present

• Develop an EDM recommendation model (Bias SVD + Xgboost), improving 10% EDM open rate.
• Constructing Salesforce KPI and operation dashboards helped me awarded 2023 best employee.
• The ink forecast model assists product managers in controlling ink procurement.
• Utilize the collage model to assemble a new image from company picture materials based on a description.
• Dump printing volume data from AWS S3 and apply Teams to monitor the data pipeline.

Data Engineer  •  WeMo Scooter

十二月 2019 - 一月 2021

• Evaluated AI routing algorithm and provided advice to the cooperative company on how to improve could achieve the goal we want.
• Adopted Xgboost to calculate the value of off-line scooters, generated exchange order organized workers which off-line scooter should be exchanged battery first.
• Built LSTM model to forecast rental demand through user app events understanding the fulfill rate of every operational region.
• Assessed parking lot value, consulted which one should be deprecated, where could develop new parking lot service.
• Applied Airflow to ensure the stability and accuracy of data.

Data Engineer  •  Breaktime INC.

四月 2019 - 十月 2019

• Crawled articles from different webs and constructed NLP model integrated text-CNN, Logistic, LightGBM, accuracy around 91%.
• Analyzed content of articles to calculate content similarity, then recommended readers related articles to improve the click rate and pageview.
• Interfaced with GA, dumped data to BigQuery then visualized data via Data Studio to help company partners grasping website traffic.
• Advertising optimization, offered the performance and bidding situation of different kinds of advertises to the business department to sell ad slots.

Data Analyst  •  Hower Digital Solution Consultant

九月 2018 - 四月 2019

• Developed user segmentation to build CRM helping client administering their customers.
• Implemented Xgboost to find the most possible purchase customer list and used Cosine Similarity to recommend their interesting product category causing the repurchase rate 4% improved.
• Built exchange rate API compared the current exchange rate with past 30 days then demonstrated exchange recommend rank to users.

學歷

2016 - 2018

台灣大學

生態學與演化生物學研究所

2011 - 2015

高雄師範大學

生物科技

Resume
Profile

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 a good choice of a cooperator and a storyteller.

  Taipei City, Taiwan   

工作經歷

Business Analyst  •  EPSON TAIWAN TECHNOLOGY & TRADE CO., LTD

三月 2021 - Present

• Develop an EDM recommendation model (Bias SVD + Xgboost), improving 10% EDM open rate.
• Constructing Salesforce KPI and operation dashboards helped me awarded 2023 best employee.
• The ink forecast model assists product managers in controlling ink procurement.
• Utilize the collage model to assemble a new image from company picture materials based on a description.
• Dump printing volume data from AWS S3 and apply Teams to monitor the data pipeline.

Data Engineer  •  WeMo Scooter

十二月 2019 - 一月 2021

• Evaluated AI routing algorithm and provided advice to the cooperative company on how to improve could achieve the goal we want.
• Adopted Xgboost to calculate the value of off-line scooters, generated exchange order organized workers which off-line scooter should be exchanged battery first.
• Built LSTM model to forecast rental demand through user app events understanding the fulfill rate of every operational region.
• Assessed parking lot value, consulted which one should be deprecated, where could develop new parking lot service.
• Applied Airflow to ensure the stability and accuracy of data.

Data Engineer  •  Breaktime INC.

四月 2019 - 十月 2019

• Crawled articles from different webs and constructed NLP model integrated text-CNN, Logistic, LightGBM, accuracy around 91%.
• Analyzed content of articles to calculate content similarity, then recommended readers related articles to improve the click rate and pageview.
• Interfaced with GA, dumped data to BigQuery then visualized data via Data Studio to help company partners grasping website traffic.
• Advertising optimization, offered the performance and bidding situation of different kinds of advertises to the business department to sell ad slots.

Data Analyst  •  Hower Digital Solution Consultant

九月 2018 - 四月 2019

• Developed user segmentation to build CRM helping client administering their customers.
• Implemented Xgboost to find the most possible purchase customer list and used Cosine Similarity to recommend their interesting product category causing the repurchase rate 4% improved.
• Built exchange rate API compared the current exchange rate with past 30 days then demonstrated exchange recommend rank to users.

學歷

2016 - 2018

台灣大學

生態學與演化生物學研究所

2011 - 2015

高雄師範大學

生物科技