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Avatar of Vu Nguyen Ngoc Quang.
Avatar of Vu Nguyen Ngoc Quang.
Vu Nguyen Ngoc Quang
Past
Mobile App Developer @Apple Inc.
・
2014 ~ Present
Lead Infrastructure Engineer
Within two months
libraries for predictive analysis of customer behavior. Designed and implemented a scalable data warehouse architecture using Apache Cassandra, PostgresDB, and Redis. Optimized database performance by tuning queries in SQL Server, Oracle and PostgreSQL databases. Implemented efficient data processing algorithms on large datasets with Apache Spark, MapReduce, and Pandas Python. Created dashboards in Tableau Desktop Professional Edition to visualize complex datasets in an interactive manner. Created custom scripts to automate the extraction, transformation, and loading of Big Data into distributed systems. Utilized Amazon Web Services components such as EMR and S3 buckets for cloud computing
Machine learning
Virtualization Technologies
Pandas Python
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
Avatar of the user.
Avatar of the user.
Available for paid companies
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 宋浩茹 Ellie Sung.
Avatar of 宋浩茹 Ellie Sung.
宋浩茹 Ellie Sung
CakeResume Premium Badge
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
Python
R
Natural Language Processing (NLP)
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學（National Chengchi University）
・
資訊科學系
Avatar of 王文祥.
Avatar of 王文祥.
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
Computing Library) : Numpy is one of the core libraries for numerical computing in Python. It provides powerful mathematical functions and array operations, capable of handling multidimensional arrays and matrix operations. In data processing and analysis, Numpy is an indispensable tool for efficiently handling large amounts of data. Pandas (Data Analysis Library) : Pandas is an important library in Python for data analysis and data processing. It offers powerful data structures such as DataFrame and Series, making data reading, manipulation, and analysis more convenient and efficient. Pandas is well-suited for tasks such a...
Python
AOI
MES
Employed
・
Ready to interview
Full-time / Remote Only
10-15 years
崑工科技大學
・
電子工程
Avatar of 李慕全(MuChuan Li).
Avatar of 李慕全(MuChuan Li).
李慕全(MuChuan Li)
Past
Service Provider @Taron Solutions Limited
・
2023 ~ 2023
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
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, M. C. , & Chen, Y. L, January). Strategies for Helping Anchor-Based Trackers Learn re-ID Features for Smart City Surveillance. In 2024 IEEE International Conference on Consumer Electronics (ICCE) (ppIEEE. • Li
Machine Learning
Computer Vision
Pytorch/Tensorflow
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
Avatar of 林育維.
Avatar of 林育維.
林育維
ASP.NET Full Stack Engineer @日月光半導體製造股份有限公司
・
2024 ~ Present
後端工程師/軟體工程師
Within one month
端工程師 緯創軟體 五月十月 2023Taipei, Taiwan 【Wafer Data Correlation專案】 比對晶圓同 product 不同批的 lot 或 wafer 間的關聯性 利用Python的 Sanic Framework 建置後端API 透過Pandas處理資料流 規劃 DB Table 間的Constraint和重構效率差之DML語法 【Defect Loader專案】 尋找 wafer 缺陷圖片＆搬運 利用Spring Boot建置 【Docker＆K8s】 1. 上述的專
Vue.js
Python
Java
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
義守大學
・
資訊管理學系
Avatar of Danny_Teng.
Avatar of Danny_Teng.
Danny_Teng
Software Engineering Section Manager @仁寶
・
2023 ~ Present
Lead Designer, Senior Consultant, Design Manager
Within one month
Danny_Teng DOMAIN KNOWLEDGE -Smart wearable devices / Smart medicine -Product testing and quality assurance process improvement. -Manufacturing product test program development. -Automatic tool development. -Graphical user interface development. -Robot arm system : ABB, Rotot Studio -Interactive Control : VISA, SCPI, GPIB -Supervised learning: Data Annotation / Data Labeling -Smart manufacturing -DevOps TECHNICALS SKILLS -Python / PyQt / Pandas / Openpyxl / PyVisa / Pywinauto / Crawler / FastAPI -VUE.js / PostgreSQL / Linux / Prestd / Docker / JavaScript -ABB Robot / Robot Studio / RAPID Taipei, Taiwan 工作經歷 Software Engineering Section
Python
Docker
DevOps
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taipei University of Technology
・
電機系
Avatar of the user.
Avatar of the user.
Available for paid companies
Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)
・
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Python
Power BI
Data Analytics
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立成功大學 National Cheng Kung University
・
Mechanical Engineering
Avatar of the user.
Avatar of the user.
Available for paid companies
Past
Senior Firmware Engineer @Artesyn Embedded Technologies
・
2019 ~ 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
C
Python
C/C++
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
Avatar of GISH Shao.
Avatar of GISH Shao.
GISH Shao
AI Engineer/系統開發工程師 @中信金控_台灣人壽保險股份有限公司
・
2022 ~ Present
AI Engineer
Within one month
Data Scientist Intern @ Cathay Financial Holdings. 國泰金控 Digital data & Technology (DDT, 數數發) Research into Interpretable Machine Learning and its existing algorithms. Experimented LIME & SHAP on open data. ( GitHub ) Real Estate Evaluation model – Geographical/Credit Card data gathering, cleaning, feature engineering (Hit-rate performance improved from 55% to 70%) Python Machine learning Data Pipelines Web Crawlers PyTorch, Airflow, Pandas, docker SQL Extract-Transform-Load(ETL) Efficiency(Window Functions) Language Chinese(Native) English (TOEIC 905/990 TOEFL 96/120) Project(@ Esun only) ( Powerpoint demo link, clic...
Python
SQL
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學 National Taiwan University
・
Business Administration

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Within one month
Avatar of 陳勤霖.
陳勤霖
神經工程博士背景的數據分析師
洛桑大學神經發育疾病實驗室
・
2023 ~ 2023
台灣屏東
Professional Background
Current status
Unemployed
Job Search Progress
Ready to interview
Professions
Data Scientist, Biotechnology Researcher, Python Developer
Fields of Employment
Artificial Intelligence / Machine Learning, Pharmaceutical / Biotech, Medical Devices
Work experience
4-6 years
Management
I've had experience in managing 1-5 people
Skills
Data Science
Data Analysis
Machine Learning
Deep Learning
Statistical Analysis
Image Analysis
Python
Computer Vision(OpenCV)
PyTorch
NumPy
Pandas
Matplotlib
Scikit-Learn
Git
PostgreSQL
Docker
Neuroscience
Genetics
Imaging
Project Management
Scientific Writing
Probelm Solving
Team Player
Proactive Communication
Languages
English
・
Professional
Chinese
・
Native or Bilingual
French
・
Beginner
Job search preferences
Positions
Data Scientist, Data Analyst, Machine Learning Engineer
Job types
Full-time
Locations
台灣台北市, 台灣新北市, 台灣新竹市, 台灣桃園
Remote
Interested in working remotely
Freelance
No
Educations
School
洛桑聯邦理工學院(EPFL)
Major
神經科學
Print

陳勤霖

神經工程博士背景的數據分析師

Ph.D. in Neuroscience from Neuroengineering lab

I have 5 years of hands-on experience in image and data analysis with biotechnology innovation projects. Dependable ability in managing collaborative projects to success. Business-driven motivation to apply analytic skills to optimize the product and its development procedure.



      https://chinlinchen1312.wixsite.com/chin-lin-chen

工作經歷

一月 2023 - 十二月 2023

博士後研究員

洛桑大學神經發育疾病實驗室

1.建立果蠅行為篩藥用影像平台、整合相機與刺激器和Arduino自動化控制。
2.電腦視覺和深度學習發展半自動及自動化果蠅行為影片分類器(提升準確率72％至93%)
3. 罕見神經發育疾病與癌症老藥新用臨床前與臨床研發進度的文獻回顧發表(https://pubmed.ncbi.nlm.nih.gov/37940430/)。

七月 2017 - 六月 2022

博士級研究員

洛桑聯邦理工學院(EPFL)神經工程實驗室

1. 整合多模組神經影像與動物行為資料庫分析流程、資料結構，以及影像/訊號前處理後，並進行統計分析和線性模型提取大型數據隱藏之資訊並視覺化。

2. 完成三項國際合作研究專案，團隊合作協調，貢獻整合式的神經影像與動物行為平台技術與後續資料分析，成功幫助合作者發表期刊論文。

十一月 2014 - 七月 2017

電生理研究助理

國立清華大學腦科學實驗室

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

洛桑聯邦理工學院(EPFL)

神經科學  •  2017 - 2022

Thesis: Uncovering the Neural Encoding of Behavior in the Adult Drosophila Motor System.

主要發展神經影像平台技術，以及主要以Python建立後續大型資料影像處理和大型神經與行為訊號數據抽取的神經編碼的隱藏意涵，以了解在行為控制中，高等體感神經如何代表身體的狀態資訊。

國立台灣大學

腦與心智科學研究所  •  2011 - 2013

Thesis: The Persistent Sodium Current in Rat Locus Coeruleus (LC) Neurons

神經電生理量測持續性鈉離子電流，了解正腎上腺素腦核區自發性放電的機制。

國立台灣大學

森林環境暨資源學系  •  2007 - 2011


證書與獲獎

Innosuisse Business Concept – Travel Award

AgilePMÒ Agile Project Management – APMG International, Switzerland

Google Project Management - Coursera

興趣

Tennis: R5 in Swiss Tennis

Winner of Championnat Vaudois Men’s Single R7-R9, Switzerland, 2021

Winner of Tournament of Stade-Lausanne Men’s Double R1-R9, Switzerland, 2021

Snowboarding

Badminton

Resume
Profile
Print

陳勤霖

神經工程博士背景的數據分析師

Ph.D. in Neuroscience from Neuroengineering lab

I have 5 years of hands-on experience in image and data analysis with biotechnology innovation projects. Dependable ability in managing collaborative projects to success. Business-driven motivation to apply analytic skills to optimize the product and its development procedure.



      https://chinlinchen1312.wixsite.com/chin-lin-chen

工作經歷

一月 2023 - 十二月 2023

博士後研究員

洛桑大學神經發育疾病實驗室

1.建立果蠅行為篩藥用影像平台、整合相機與刺激器和Arduino自動化控制。
2.電腦視覺和深度學習發展半自動及自動化果蠅行為影片分類器(提升準確率72％至93%)
3. 罕見神經發育疾病與癌症老藥新用臨床前與臨床研發進度的文獻回顧發表(https://pubmed.ncbi.nlm.nih.gov/37940430/)。

七月 2017 - 六月 2022

博士級研究員

洛桑聯邦理工學院(EPFL)神經工程實驗室

1. 整合多模組神經影像與動物行為資料庫分析流程、資料結構，以及影像/訊號前處理後，並進行統計分析和線性模型提取大型數據隱藏之資訊並視覺化。

2. 完成三項國際合作研究專案，團隊合作協調，貢獻整合式的神經影像與動物行為平台技術與後續資料分析，成功幫助合作者發表期刊論文。

十一月 2014 - 七月 2017

電生理研究助理

國立清華大學腦科學實驗室

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

洛桑聯邦理工學院(EPFL)

神經科學  •  2017 - 2022

Thesis: Uncovering the Neural Encoding of Behavior in the Adult Drosophila Motor System.

主要發展神經影像平台技術，以及主要以Python建立後續大型資料影像處理和大型神經與行為訊號數據抽取的神經編碼的隱藏意涵，以了解在行為控制中，高等體感神經如何代表身體的狀態資訊。

國立台灣大學

腦與心智科學研究所  •  2011 - 2013

Thesis: The Persistent Sodium Current in Rat Locus Coeruleus (LC) Neurons

神經電生理量測持續性鈉離子電流，了解正腎上腺素腦核區自發性放電的機制。

國立台灣大學

森林環境暨資源學系  •  2007 - 2011


證書與獲獎

Innosuisse Business Concept – Travel Award

AgilePMÒ Agile Project Management – APMG International, Switzerland

Google Project Management - Coursera

興趣

Tennis: R5 in Swiss Tennis

Winner of Championnat Vaudois Men’s Single R7-R9, Switzerland, 2021

Winner of Tournament of Stade-Lausanne Men’s Double R1-R9, Switzerland, 2021

Snowboarding

Badminton