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
Max Shih A math enthusiast and geeky computer vision algorithm engineer. Director, Software R&D Department Phrozen Inc., Taipei, TW [email protected] Skills Dev Tools C & C++ Python Version Control TortoiseSVN / Git Computer Vision 3D Scanner Development SLAM Open3D GUI Program Framework Qt + OpenGL / ImGui Math Statistics Optimizations Advanced Calculus Complex Analysis Topology / Tensor / Metric Spaces Theory Professions Algorithm developments Software project & team management Deep Learning Keras + TensorFlow OpenCV Languages Mandarin Chinese Taiwanese English, TOEIC 945 Work Experience Director of Software R&D Department, Feb 2024 ~ now
and facial recognition deep learning models and algorithms [Core technology] - Golang/Python - AWS/DynamoDB/SQS/EC2 - Tensorflow/Keras/OpenCV/openVINO Platform Engineer Intern • Intel 二月六月Survey internal paper and develop the internal script for Xeon SP testing platform - FPGA, OpenCL deep learning and machine learning research - Develop an internal Demo application for deep learning usage with Qt/C++ - Hands-on some internal project management of Xeon customer platform enabling 學歷Nation Taiwan University Bioelectronic and BioinformaticsNational Taiwan University Clinical Laboratory Science and Medical Biotechnology 資格
Breathing Behaviour and Automatic Action Recognition 2015 From IP to Import Program Top資訊科技盃實務競賽 甲等 2015 New Taipei Industrial Value Creation Program for Academia 2015 Taipei International Invention Show & Technomart 2015 Taiwanese Society of Biomedical Engineers Image Processing Familiar with C++/Java development 5+ years experience in OpenCV development 6+ months experience in Image-J plug-in development Deep Learning 2 year experience in Python 2 year experience in Tensorflow 6+ months experience in Tensorflow-Lite Other 3+ years experience in Android development TOEIC :
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
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
Software Engineer @Mitac Digital Technology/Mitac Group
・
2016 ~ Present
Software Engineer
More than one year
Sang, Trinh Tran Thai Hello, my astrology is Virgo, so I'm keen and neat. I not only try to finish the job but also make it 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
Android Platform
Image Processing
Face Recognition
Employed
Full-time / Interested in working remotely
4-6 years
National Chiao Tung University
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MSc in Electrical Engineering and Computer Science
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.