Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
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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
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 develop an application for detecting deceptive
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.