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More than 15 years
研發工程師 @中國醫藥大學附設醫院 - 人工智慧醫學診斷中心2020 ~ 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 six months
員, 2021 科技部計畫 - 運用對話式智慧團隊教學系統融入數學幾何閱讀教學與成效分析, 諮詢委員, 2019 ~ 2022 專長 AI 研究領域 影像 自然語言 語音 數據分析 Machine Learning XGBoost、SVM、Knn、k-means、fuzzy c-means等 Deep learning（Transformer、CNN、RNN、LSTM 等） Transfer learning（BERT、GPT、YOLO、ResNet等） Self-Supervised Learning Generative Adversarial Network Reinforcement learning Programming Python Pytorch Tensorflow Keras OpenCV Matlab
Employed
Full-time / Interested in working remotely
6-10 years
國立臺灣大學(博士肄業)
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
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.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Software Engineer
Fields of Employment
Work experience
10-15 years
Management
Skills
Languages
Chinese
・
Native or Bilingual
English
・
Fluent
Job search preferences
Positions
Software Engineer
Job types
Full-time
Locations
Singapore
Remote
Interested in working remotely
Freelance
Educations
School
National Taiwan University
Major
Computer Science and Information Engineering
Po-Han Chen (陳柏翰)
Software Engineer at CakeResume
Experience
Software Engineer, CakeResume
1/2022 - Present
- Migrated a legacy React project to Next.js, incorporating Redux, Redux Saga, and modern CSS.
- Developed critical pages including the user dashboard, company page and payment pages.
- Implemented new features such as contact import from other services and cross-device auto-logout mechanism.
- Enhanced website performance through server-side rendering, caching services, and continuous optimization using tools like PageSpeed Insights.
- Resolved challenging errors, such as an issue with Algolia during the server-side rendering phase that led to a Next.js server crash.
- Enhanced team's data analysis efforts by integrating analytics tools and event tracking systems.
- Spearheaded the integration of Strapi (a content management system), enhancing the team's ability to quickly produce pages and distribute content.
- Pioneered the integration of LLM model API services.
Research Assistant, Academia Sinica
11/2019 - 4/2020
- Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning.
- Experimented with various training methods and models, including multi-task learning and language models such as BERT.
- Authored a publication titled "Detecting Deceptive Language in Crime Interrogation".
- Investigated Memory Networks and applied them to develop an application for detecting deceptive language in text-based games. This involved a collaborative effort with an Israeli research team from a university in the United States.
Software Engineer, Crypto Arsenal
1/2018 - 6/2018
- Spearheaded the research and development of Ethereum smart contracts, focusing on contract coding, Dapp infrastructure, and security analysis.
- Implemented the frontend user interface using JavaScript, HTML, CSS, and Bootstrap.
- Integrated backend APIs with the frontend.
RDAA, Microsoft Taiwan
6/2016 - 1/2017
- Contributed to the PowerPoint Online project, focusing on the feasibility study of replicating desktop app features in the web version, particularly the upload of GIF images.
- Wrote unit tests using Selenium, contributing to the robustness and reliability of the codebase.
- Utilized JavaScript and CSS to develop and enhance web application features, with a working knowledge of C#.
- Independently developed and implemented an interactive web-based game using HTML Canvas, incorporating Microsoft Cognitive Services for advanced facial and emotion detection.
Education
National Taiwan University
Computer Science and Information Engineering
2013 - 2018
Web-Related Skills
- React and Next.js
- TypeScript and JavaScript
- CSS
- Cloud services, including AWS and Heroku
- Content Management System development (specifically Strapi)
- Web Event Tracking and SEO Techniques
- Skilled in integrating and utilizing services and APIs such as Algolia, Google Analytics, Mixpanel, and Sentry.
Other Relevant Skills
- Deep Learning
- Natural Language Processing
- Dapp and Smart Contract Development
Po-Han Chen (陳柏翰)
Software Engineer at CakeResume
Experience
Software Engineer, CakeResume
1/2022 - Present
- Migrated a legacy React project to Next.js, incorporating Redux, Redux Saga, and modern CSS.
- Developed critical pages including the user dashboard, company page and payment pages.
- Implemented new features such as contact import from other services and cross-device auto-logout mechanism.
- Enhanced website performance through server-side rendering, caching services, and continuous optimization using tools like PageSpeed Insights.
- Resolved challenging errors, such as an issue with Algolia during the server-side rendering phase that led to a Next.js server crash.
- Enhanced team's data analysis efforts by integrating analytics tools and event tracking systems.
- Spearheaded the integration of Strapi (a content management system), enhancing the team's ability to quickly produce pages and distribute content.
- Pioneered the integration of LLM model API services.
Research Assistant, Academia Sinica
11/2019 - 4/2020
- Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning.
- Experimented with various training methods and models, including multi-task learning and language models such as BERT.
- Authored a publication titled "Detecting Deceptive Language in Crime Interrogation".
- Investigated Memory Networks and applied them to develop an application for detecting deceptive language in text-based games. This involved a collaborative effort with an Israeli research team from a university in the United States.
Software Engineer, Crypto Arsenal
1/2018 - 6/2018
- Spearheaded the research and development of Ethereum smart contracts, focusing on contract coding, Dapp infrastructure, and security analysis.
- Implemented the frontend user interface using JavaScript, HTML, CSS, and Bootstrap.
- Integrated backend APIs with the frontend.
RDAA, Microsoft Taiwan
6/2016 - 1/2017
- Contributed to the PowerPoint Online project, focusing on the feasibility study of replicating desktop app features in the web version, particularly the upload of GIF images.
- Wrote unit tests using Selenium, contributing to the robustness and reliability of the codebase.
- Utilized JavaScript and CSS to develop and enhance web application features, with a working knowledge of C#.
- Independently developed and implemented an interactive web-based game using HTML Canvas, incorporating Microsoft Cognitive Services for advanced facial and emotion detection.
Education
National Taiwan University
Computer Science and Information Engineering
2013 - 2018
Web-Related Skills
- React and Next.js
- TypeScript and JavaScript
- CSS
- Cloud services, including AWS and Heroku
- Content Management System development (specifically Strapi)
- Web Event Tracking and SEO Techniques
- Skilled in integrating and utilizing services and APIs such as Algolia, Google Analytics, Mixpanel, and Sentry.
Other Relevant Skills
- Deep Learning
- Natural Language Processing
- Dapp and Smart Contract Development