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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
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
Python
AI & Machine Learning
Image Processing
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學
生物產業機電工程所
Avatar of chiyun chao.
Avatar of chiyun chao.
Research & Development Engineer @三竹資訊股份有限公司
2023 ~ 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 one month
趙啟雲 chiyun chao A software engineer with 4 years of experience in AI model training and backend development. In the domain of machine/deep learning, I am familiar with: - focus on NLP(Natural language processing) and DPI(Deep packet inspection) - NLP networks such as Transformer, BERT, T5 - have experience with AI training platform development with mlflow, Label Studio, DVC In terms of backend development, I have the following experience: - backend framework: Spring boot, Flask - familiar with DB syntax for Elasticsearch, PosgresSQL and MSSQL Taiwan E-mail: [email protected] Skill languages Python JAVA backend
Python
JAVA
Linux
Employed
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立中央大學 National Central University
資訊工程
Avatar of 陳惠龍.
Avatar of 陳惠龍.
Data science lecturer @Ittraining
2020 ~ Present
Data Scientist 資料科學家_數據分析師
Within one month
HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: NLP (自然語言處理): - Silver medal (solo): (Kaggle) The Learning Agency Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a
nlp-rasa
recommender system
pytorch tensorflow
Employed
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
Purdue University
School of civil engineering (Stochastic & statistical hydrology)
Avatar of the user.
Avatar of the user.
商業分析師 @凱基商業銀行股份有限公司
2021 ~ Present
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Python
English as a Second Language (ESL)
Excel
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
數位內容
Avatar of William Chao.
Avatar of William Chao.
Android Team Lead @104 Corporation
2018 ~ Present
Senior Software Engineer, Principal Software Engineer, Engineering Manager
Within one month
future organizational growth - Successfully retained a 4.6-star user rating and boosted job application rates by 10%. - Collaborated with the product owner, UI/UX designer, and sales department to design the AD system. • AI Implementation: Created an AI tool to convert UI test cases from natural language into UiAutomator2 scripts, seamlessly integrating them into the CICD process. This resulted in a 90% acceleration UiAutomator2 test case generation. • Technology Introduction: - Flutter: Developed an in-house App Dashboard to consolidate Android/iOS/backend CICD build statuses and test report outcomes. Single-handedly
Android
Software Development
Software Architecture
Employed
Open to opportunities
Full-time / Interested in working remotely
More than 15 years
UNSW
Computer software, network and security engineering
Avatar of the user.
Avatar of the user.
Senior iOS Developer @LINE Taiwan Limited
2020 ~ Present
App Team Lead, Senior iOS Developer
Within one month
iOS
Objective-C
JavaScript
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Computer Science
Avatar of the user.
Avatar of the user.
Data Engineer @MediaTek Inc.
2019 ~ Present
Senior Software Engineer
Within one month
Python
Linux
Machine Learning
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Tsing Hua University
Data Mining, Database System
Avatar of 金爾康.
Avatar of 金爾康.
Engineering Manager @Viscovery 創意引晴股份有限公司
2018 ~ Present
Within one month
including Recurrent Neural Network (RNN), word2vec, paragraph vector. Working Experience Intern, JulDec 2014 Phalanx Biotech Develop machine learning solutions for cancer gene detection and TSMC semiconductor quality prediction. Intern, JulAug 2013 Solid State System Assisted in CMOS MEMs microphone product development including proto-type simulation, fabrication/packaging process, defect analysis and market survey. Achievements 1. Qualified of preliminary contest of TSMC Big Data Analytics for Semiconductor Manufacturing. Taiwan,Completion of Broad-DREAM Gene Essentiality Prediction Challenge, 2014 Professional Skills Research Field Machine Learning Deep Learning Computer Vision Natural Language Processing Lang...
Deep Learning
Computer Vision
FastAPI
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣大學
Electrical Engineering
Avatar of 林昌毅.
Avatar of 林昌毅.
講師 @貝登堡國際股份有限公司
2021 ~ Present
教育訓練講師
Within one month
街美語_Webo [校園] - 桃園南崁大坑國小_創意積木 & Minecraft 社團 - 亞東大學_Matrix體驗班 資深軟體工程師 • XRSPACE 十月Present [ Product ] - Manova - Virtual World - PartyOn - KTV - GoXR - Virtual Exhibition [ Skills ] - Natural Language Processing/Understanding - Custom Text-To-Speech - Pytorch, Tensorflow, Scikit-Learn - AWS / GCP - Docker container - Jenkins - ElasticSearch - Inverse Kinematic - Unity3D [ Language ] - Python, C#, JavaScript, Java, C++ 學歷 國立清華大學 資訊工程學系國立彰化
Python
AWS
Docker
Employed
Part-time / Interested in working remotely
4-6 years
國立清華大學
資訊工程學系
Avatar of Johnny Hsieh.
Avatar of Johnny Hsieh.
Blockchain Enginner & AI Lead @Portal Network
Blockchain engineer & Blockchain consulting
Within one month
expressions, enhancing user interaction experiences. Emotion Recognition Systems: Developing AI systems capable of understanding and responding to user emotions, used to enhance customer service and user interactions. Voice Technology (TTS): Natural Voice Generation: Employing Text-to-Speech (TTS) technology to convert text into natural, fluent voice across multiple languages, suitable for virtual assistants and customer service bots. Voice Interaction Interfaces: Developing voice interaction interfaces that enable digital personas to conduct natural dialogues, offering more humanized interaction methods. Large Language Models and Natural Language Processing: Personalized Response Generation: Leveraging personality-driven large language models to provide customized
Solidity
blockchain development
Docker
Full-time / Interested in working remotely
4-6 years

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Within one month
AI Research & Development
Logo of 適着三維科技股份有限公司  TG3D Studio Inc..
適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Present
Taiwan, 台灣
Professional Background
Current status
Employed
Job Search Progress
Ready to interview
Professions
Research / R&D, Machine Learning Engineer, Software Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, SaaS / Cloud Services, Software
Work experience
4-6 years
Management
None
Skills
Python
AI & Machine Learning
Image Processing
Tensorflow
PyTorch
Deep Learning
AI
Git
AWS
Generative AI
Languages
English
Fluent
Job search preferences
Positions
Software Engineer
Job types
Full-time
Locations
Taiwan, 台灣, Taipei City, 台灣, Hsinchu, 新竹市台灣, New Taipei City, 台灣
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
國立台灣大學
Major
生物產業機電工程所
Print

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, Taiwan  0958881053   [email protected] 

   Work Experience (6 years)

Algorithm Research & Design• TG3D Studio

May 2021 - Present

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 generating virtual try-on images, ensuring seamless and realistic visualization of clothing items on virtual avatars.

  • Computer Vision
  • Stable Diffusion

Body AI: Mobile Scanner

Successfully reconstructed highly accurate 3D body models by leveraging two full-body side profile photos, achieving a remarkable precision level with a size error margin of less than 3 cm.

  • Computer Vision
  • Body Reconstruction
  • Stable Diffusion

DApp: Exercise Classification

Implemented real-time activity recognition for specified exercises, including but not limited to push-ups and squats, 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.

Jan 2018 - May 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 detection model. Assisted in planning and implementing cancer cell detection applications, as well as developing an auto-training application for the detection model.

Computer Vision: Human Action Recognition

Conducted training for a human skeleton detection model. Developed static human action recognition model based on images and dynamic human action recognition model based on videos.

Autonomous Vehicle: Conducted Multiple AI Models in Perception System

Trained and optimized 2D and 3D object detection models, as well as traffic light recognition models. Developed inference models using CUDA library and facilitated integration into Apollo environment for perception system.

Computer Vision: Face Recognition

Developed an Image Collection System, assessed Inference Model performance, and aided in integrating systems with Inference Model APIs.

   Education

National Taiwan University 

Sep 2015 – June 2017

Master of Engineering in Department of Bio-mechatronics Engineering

Master's Thesis: An Evaluation Approach for Photovoltaic System Operation: Fault Detection and Diagnosis

National Cheng Kung University 

Sep 2010 – June 2015

Bachelor of Engineering in Department of Aeronautics and Astronautics

  Skills

Programming


  Linux OS

  Python

  Docker

  Git

  AWS Service


AI: Deep Learning


       Pytorch Framework 

       Computer Vision Model Training and Development

     Generative AI Model Development

     Hugging Face Framework

  LLM development 


Resume
Profile

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, Taiwan  0958881053   [email protected] 

   Work Experience (6 years)

Algorithm Research & Design• TG3D Studio

May 2021 - Present

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 generating virtual try-on images, ensuring seamless and realistic visualization of clothing items on virtual avatars.

  • Computer Vision
  • Stable Diffusion

Body AI: Mobile Scanner

Successfully reconstructed highly accurate 3D body models by leveraging two full-body side profile photos, achieving a remarkable precision level with a size error margin of less than 3 cm.

  • Computer Vision
  • Body Reconstruction
  • Stable Diffusion

DApp: Exercise Classification

Implemented real-time activity recognition for specified exercises, including but not limited to push-ups and squats, 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.

Jan 2018 - May 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 detection model. Assisted in planning and implementing cancer cell detection applications, as well as developing an auto-training application for the detection model.

Computer Vision: Human Action Recognition

Conducted training for a human skeleton detection model. Developed static human action recognition model based on images and dynamic human action recognition model based on videos.

Autonomous Vehicle: Conducted Multiple AI Models in Perception System

Trained and optimized 2D and 3D object detection models, as well as traffic light recognition models. Developed inference models using CUDA library and facilitated integration into Apollo environment for perception system.

Computer Vision: Face Recognition

Developed an Image Collection System, assessed Inference Model performance, and aided in integrating systems with Inference Model APIs.

   Education

National Taiwan University 

Sep 2015 – June 2017

Master of Engineering in Department of Bio-mechatronics Engineering

Master's Thesis: An Evaluation Approach for Photovoltaic System Operation: Fault Detection and Diagnosis

National Cheng Kung University 

Sep 2010 – June 2015

Bachelor of Engineering in Department of Aeronautics and Astronautics

  Skills

Programming


  Linux OS

  Python

  Docker

  Git

  AWS Service


AI: Deep Learning


       Pytorch Framework 

       Computer Vision Model Training and Development

     Generative AI Model Development

     Hugging Face Framework

  LLM development