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进阶搜寻
On
4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
曾任
Mobile App Developer @Apple Inc.2014 ~ 现在
・
Lead Infrastructure Engineer
兩個月內
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
待业中
・
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
曾任
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
一個月內
待业中
・
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
洛桑聯邦理工學院(EPFL)
・
神經科學
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
一個月內
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
就职中
・
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
國立政治大學（National Chengchi University）
・
資訊科學系
經理 @鴻博資訊有限公司2015 ~ 现在
・
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
一個月內
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...
就职中
・
正在积极求职中
全职 / 我只想远端工作
10 到 15 年
崑工科技大學
・
電子工程
曾任
Service Provider @Taron Solutions Limited2023 ~ 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
一個月內
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
待业中
・
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
國立臺北科技大學
・
資訊工程
ASP.NET Full Stack Engineer @日月光半導體製造股份有限公司2024 ~ 现在
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後端工程師/軟體工程師
一個月內
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
就职中
・
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
義守大學
・
資訊管理學系
Software Engineering Section Manager @仁寶2023 ~ 现在
・
Lead Designer, Senior Consultant, Design Manager
一個月內
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
就职中
・
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
National Taipei University of Technology
・
電機系Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)2023 ~ 2023
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Data Scientist, Data Analyst, Machine Learning Engineer
一個月內
就职中
・
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
國立成功大學 National Cheng Kung University
・
Mechanical Engineering曾任
Senior Firmware Engineer @Artesyn Embedded Technologies2019 ~ 2022
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韌體工程師/軟體工程師/控制工程師/演算法工程師/
一個月內
待业中
・
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
日本電氣通信大學 The University of Electro-Communications (UEC)
・
Robotics Engineering
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 ~ 现在
・
AI Engineer
一個月內
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...
就职中
・
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
國立台灣大學 National Taiwan University
・
Business Administration最轻量、快速的招募方案，数百家企业的选择
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- 搜尋僅開放付費企業檢視的简历
- 检视使用者信箱 & 电话
搜寻技巧
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Search a precise keyword combination
senior backend php
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Use quotes to search for an exact phrase
"business development"
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UI designer -UX
职场能力评价定义
专业技能
该领域中具备哪些专业能力（例如熟悉 SEO 操作，且会使用相关工具）。
问题解决能力
能洞察、分析问题，并拟定方案有效解决问题。
变通能力
遇到突发事件能冷静应对，并随时调整专案、客户、技术的相对优先序。
沟通能力
有效传达个人想法，且愿意倾听他人意见并给予反馈。
时间管理能力
了解工作项目的优先顺序，有效运用时间，准时完成工作内容。
团队合作能力
具有向心力与团队责任感，愿意倾听他人意见并主动沟通协调。
领导力
专注于团队发展，有效引领团队采取行动，达成共同目标。
专业背景
目前状态
就职中
求职阶段
目前没有兴趣寻找新的机会
专业
后端开发人员
产业
软件
工作年资
4 到 6 年
管理经历
无
技能
语言能力
English
・
中阶
求职偏好
希望获得的职位
Backend Engineer
预期工作模式
全职
期望的工作地点
Taipei City, 台灣
远端工作意愿
对远端工作有兴趣
接案服务
否
学历
学校
臺灣科技大學
主修科系
資訊管理
Travis Shen
I have 5-years of experience in web back-end (Python) and 3-years of experience in cloud operation (GCP).
Interested in Web API, Linux Container, CI/CD, and Cloud Architecture.
[email protected] / super9.space
Work Experiences
Backend Engineer @ Tagtoo / 2, 2019 - 12, 2021
Real-time IoT Event/Entity Data Streaming
- Design a streaming system using Pub/Sub and micro-services to replace the old one (MapReduce on GAE), reduced 80% cost, gained 10x higher throughput.
- Compress the event data with Dataflow to fit the request quota limit.
- Design a graph data structure on BigTable and algorithm that maps the user across the Internet.
- Introduce Terraform to the project.
DPA Platform
- Refactor legacy code and containerize services, brought multiple customers from zero.
- Define and write E2E test methods for Facebook and Google API.
- Set up CI/CD with Cloud Build pipeline, container build and test 50+ cases only took 7 minutes.
- Implement payment workflow with Tappay API.
Machine Learning Workflow
- Deploy and manage Kubeflow cluster on Kubernetes.
- Notebook servers spawn automation for data engineers on preemptive VM.
- Help data engineers to develop and manage pipelines.
- Store millions of prediction data using Redis and serve through the web API.
Assistant @ Agriculture Technology Research Institute / 5, 2017 - 1, 2019
- Provide information services for statisticians: DB maintenance, data processing, office automation, web services
- Develop an open-source python package to convert agri-address into land section code: sectw.
- Introduce Web API and Git into teams.
Full Stack @ ACTI / 5, 2016 - 3, 2017
- Develop and maintain web services using .NET Framework.
- Web Crawling.
Side Projects
- Implement micro-service with containers
- Develop back-end service and web API : Django + Restful API
- Deploy and operate services on GKE
- 20,000 unique users and 120,000 page views in the first 2 week
Education Background
Department of Information Management@National Taiwan University of Science and Technology (NTUST) / 2010 - 2015
- Seminar in e-GUI workflow with NFC
Skills
Python
Django
- Use Django on 5+ projects
- Custom user model
- Custom middlewares
- Custom model field
- Unit test: fixtures, factory-boy
- Aggregation, Annotation querying
- Internationalization
- Restful API: djangorestframework
- GraphQL: graphene-django
- Authentication: OAuth2, JWT
- Messaging: Celery, RabbitMQ, Redis
- State machine: django-fsm
- 12-Factor app: django-environ
Third Party API Experiences
- Facebook Marketing API: Ad resource management
- Facebook AccountKit: Phone authentication
- Google Ads API: Ad resource management
- Google Content API: Ad resource management
- Google Site Verification API: Site claiming
- Google Cloud Pub/Sub: Streaming
- Google BigTable: Graph schema to join entities
- Google BigQuery: Read time-series data
- Google Firebase Auth: Phone authentication
- Google KMS: use on CI/CD for open source project
- Google Drive / Sheet API: Generate reports
- SendGrid Transactional Template API: Sending emails
- Slack API: Notification
- Tappay API
Linux Container / Kubernetes
- Familiar with Docker, Docker Compose
- Basic Networking knowledge
- Deploy and manage 5+ clusters for multiple projects
- Health check (Pod, Service)
- Autoscaling (Pod, Node)
- Cronjob
- 12-Factor app with ConfigMap, Secret
- Persistent volume using GCE disk
- Manage resources with Helm, Terraform
- Experience with Kubeflow cluster
- L7 / L4 Load balancing
JavaScript / CSS
- jQuery
- Bootstrap
Automation
- Travis CI
- Google Cloud Build
- Terraform
- Shell Scripting
Cloud Provider
- Google Cloud Platform (Main)
- AWS
- Cloudflare
Travis Shen
I have 5-years of experience in web back-end (Python) and 3-years of experience in cloud operation (GCP).
Interested in Web API, Linux Container, CI/CD, and Cloud Architecture.
[email protected] / super9.space
Work Experiences
Backend Engineer @ Tagtoo / 2, 2019 - 12, 2021
Real-time IoT Event/Entity Data Streaming
- Design a streaming system using Pub/Sub and micro-services to replace the old one (MapReduce on GAE), reduced 80% cost, gained 10x higher throughput.
- Compress the event data with Dataflow to fit the request quota limit.
- Design a graph data structure on BigTable and algorithm that maps the user across the Internet.
- Introduce Terraform to the project.
DPA Platform
- Refactor legacy code and containerize services, brought multiple customers from zero.
- Define and write E2E test methods for Facebook and Google API.
- Set up CI/CD with Cloud Build pipeline, container build and test 50+ cases only took 7 minutes.
- Implement payment workflow with Tappay API.
Machine Learning Workflow
- Deploy and manage Kubeflow cluster on Kubernetes.
- Notebook servers spawn automation for data engineers on preemptive VM.
- Help data engineers to develop and manage pipelines.
- Store millions of prediction data using Redis and serve through the web API.
Assistant @ Agriculture Technology Research Institute / 5, 2017 - 1, 2019
- Provide information services for statisticians: DB maintenance, data processing, office automation, web services
- Develop an open-source python package to convert agri-address into land section code: sectw.
- Introduce Web API and Git into teams.
Full Stack @ ACTI / 5, 2016 - 3, 2017
- Develop and maintain web services using .NET Framework.
- Web Crawling.
Side Projects
- Implement micro-service with containers
- Develop back-end service and web API : Django + Restful API
- Deploy and operate services on GKE
- 20,000 unique users and 120,000 page views in the first 2 week
Education Background
Department of Information Management@National Taiwan University of Science and Technology (NTUST) / 2010 - 2015
- Seminar in e-GUI workflow with NFC
Skills
Python
Django
- Use Django on 5+ projects
- Custom user model
- Custom middlewares
- Custom model field
- Unit test: fixtures, factory-boy
- Aggregation, Annotation querying
- Internationalization
- Restful API: djangorestframework
- GraphQL: graphene-django
- Authentication: OAuth2, JWT
- Messaging: Celery, RabbitMQ, Redis
- State machine: django-fsm
- 12-Factor app: django-environ
Third Party API Experiences
- Facebook Marketing API: Ad resource management
- Facebook AccountKit: Phone authentication
- Google Ads API: Ad resource management
- Google Content API: Ad resource management
- Google Site Verification API: Site claiming
- Google Cloud Pub/Sub: Streaming
- Google BigTable: Graph schema to join entities
- Google BigQuery: Read time-series data
- Google Firebase Auth: Phone authentication
- Google KMS: use on CI/CD for open source project
- Google Drive / Sheet API: Generate reports
- SendGrid Transactional Template API: Sending emails
- Slack API: Notification
- Tappay API
Linux Container / Kubernetes
- Familiar with Docker, Docker Compose
- Basic Networking knowledge
- Deploy and manage 5+ clusters for multiple projects
- Health check (Pod, Service)
- Autoscaling (Pod, Node)
- Cronjob
- 12-Factor app with ConfigMap, Secret
- Persistent volume using GCE disk
- Manage resources with Helm, Terraform
- Experience with Kubeflow cluster
- L7 / L4 Load balancing
JavaScript / CSS
- jQuery
- Bootstrap
Automation
- Travis CI
- Google Cloud Build
- Terraform
- Shell Scripting
Cloud Provider
- Google Cloud Platform (Main)
- AWS
- Cloudflare