Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
・
2021 ~ Present
Software Engineer
Within one month
enabling accurate tracking and analysis of workout routines. Skeleton Detection Motion Classification Body AI: 3D Body Data Analysis Engage in a variety of AI side projects focused on leveraging 3D body data, encompassing tasks such as Body ID Recognition, Body Measurements Prediction, and Body Shape Classification. Mesh Data Processing Body Modulization: SMPL Project Engineer • Acer Inc. JanMay 2021 Working in research and development (RND), I provided demand analysis, conceived system architecture, and developed core technology in AI projects Medical AI: Cancer Cells Detection Designed an image preprocessing algorithm and conducted training and optimization for a cancer cell
. Design emotion detector by using CNN method. Develop face type classifier by using machine learning method including Dlib and decision tree. Technology research: Design facial red spot and wrinkle detector by using image processing skill. Develop cosmetic surgery simulator by OpenGL. Machine Learning engineer, Foxlink Image Technology, Sep 2020 ~ Jun 2021 Developed & maintained : Develop defect detection function for camera lens module Develop cloth texture classifier function AI Software engineer, Foxlink, Jul 2021 ~ Present Developed & maintained : Develop defect detection function for iphone's USB pcb Develop defect detection function for Xbox controller Develop fake image generator
Deep learning with TensorFlow
Keras
Computer Vision
Employed
・
Not open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立臺灣科技大學 National Taiwan University of Science and Technology
Kai-Kai Hsu Software Engineer • Taipei,TW • [email protected] •With 10+ years experience of image processing algorithm development, engaged in the developments of below software features : Filmora, PowerDirector, PhotoDirector, YouCam Perfect (App) and YouCam Makeup (App), mainly involved in the algorithm designings of image processing, computer vision, pattern recognition, machine learning(SVM, regression). Capable of performance tunning (Multithread, SIMD, NEON), cross-platform development, including Window, Mac, Unix, iOS, and Android systems. Skills Programming Development C++ (mainly) Objective C (elementary) iOS development Java, JNI (elementary) Android development Library OpenCV effekseer clapack
Software Engineer @Mitac Digital Technology/Mitac Group
・
2016 ~ Present
Software Engineer
More than one year
perform at its best. Besides, I like to learn new things every day. I love to build games as well. Currently, my curiosity belongs to the field of AI Games. Taipei City, Taiwan Work Experience Software Engineer • Mitac Digital Technology/Mitac Group 1. Build image processing applications on Android using CDevelop and optimize logic for in-cabin Driver Monitoring System (DMS) that can reduce False Alarm by 20%. 3. Research object detection algorithms that are utilized for different platforms. Reduce the processing time by 30% but still keep adequate detection results
Android Platform
Image Processing
Face Recognition
Employed
Full-time / Interested in working remotely
4-6 years
National Chiao Tung University
・
MSc in Electrical Engineering and Computer Science
謝啟宏 你好,我現在任職於廣達電腦股份有限公司。主要使用的語言為C/C++在Windows和ubuntu上進行開發。參與過機器手臂輔以3D視覺之流水線自動化專案、工廠內使用AGV(Automatic Guided Vehicle)進行倉儲及貨運之專案之開發與維護。 Hi, I am working in Quanta Computer corp. I mainly
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 develop an application for detecting
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.