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//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
人工智慧工程師 @玉山銀行智能金融處 (Intelligent Finance Dept., E-SUN Bank )
・
2020 ~ Present
Machine Learning Researcher / Engineer
Within one month
Jeffrey Lin ( 林奕勳 ) ESUN Bank, Intelligent Finance Technology Department, AI Engineer focusing on Enterprise-Level ML Frameworks and Design Patterns [email protected] TW, Taipei CAREER SUMMARY 6+ years of deep learning research and development experience, with a strong ability in prototyping, evaluation, and deployment of models, in both academical and industrial environment. 2+ years of financial AI development experience, specialized in the design of python API, SDK, and framework for optimizing the deployment flow of data science, ETL, and machine learning pipelines. 1+ year of participation in the technology management
Kled Chen Assistant Manager (Now) Software Engineer (9 years) Algorithm Developer (6 years) Machine Learning Engineer (3 years) Physics Master Financial Researcher [email protected] Skills Power Point / Excel / Office C++ / C / Python / Git Algorithm Development / Data analyse Machine Learning / Neuron network / Tensorflow / Keras / Autoencoder / CNN Physics 學歷 NATIONAL TAIWAN UNIVERSITY, Physics Master, 2008 ~ 2010 ‧ Magnetic Quantum Confinement and Interaction of Co Nanoislands Resolved by Spin-Polarized Scanning Tunneling Microscopy and Spectroscopy ‧ 2010 Physics Annual Meeting of the Physics Best Paper in Magnetics Material
Qing-Cheng Li qcl, coding & learning. Work Experiences Senior iOS Developer LINE, Taipei, Taiwan. Seppresent Reduce app build time by migrating internal iOS modules to Bazel build. Develop LINE Live Commerce features by collaborating with developers across countries. Reduce binary size of LINE iOS. iOS Developer Booking.com, Amsterdam, Netherlands. JanJun 2020 Develop and experiment (A/B testing) new features on customers facing app (Booking.com App) and partners facing app (Pulse) rapidly and iteratively. Collaborate with backend developers to build a system to track and attribute installations and reservations
iOS
Objective-C
JavaScript
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Computer Science
The Most Lightweight and Effective Recruiting Plan
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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.
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.