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4-6 years
6-10 years
10-15 years
More than 15 years
Taipei, Taiwan
Customer Engineer @iKala 愛卡拉互動媒體股份有限公司2022 ~ Present
・
Within two months
thoughts on deception, Master’s Thesis, Taiwan, 2018 •This study uses mortality salience adopted from Terror Management Theory for treatment before people lying and rec-ord the physiological signals for data analysis. 中原大學, 理學士（BS）, 心理學, 2006 ~ 2008 Technical Skills •Statistical Modeling, Machine Learning(focus on NLP model), EDA and ETL, Feature Engineering. •Python, ELK Stack(Elasticsearch, Logstash, Kibana), Power BI. •Physiological Signal Analysis - GSR, EEG & ERPs, MRI, Heart-rate, Matlab, SPSS. Experience: Deep Learning, JavaScript, HTML, R, Docker, Google Cloud Platform, Azure, AWS. Side Project Data-Driven
Employed
Full-time
4-6 years
國立中央大學
・
認知與神經科學所
AI應用工程師 @碁仕科技2018 ~ Present
・
軟體工程師
Within one month
in my company. Cooperate with domestic and foreign manufacturers to use AI technology to solve problems that traditional algorithms cannot overcome. Completed or ongoing projects include defect detection, text recognition (OCR), airplane detection, random bin picking, bottle inspection, point cloud image cutting, and robotic arm grasping by reinforcement learning. Cellphone:Gmail: leeivan1007@gmail.com Personal Web: https://www.ivan-lee.me/ Blog: https://medium.com/change-the-world-with-technology Work experience AI senior engineer G4 technology compan y FEBJUL 2022 Taipei, Taiwan Recruit AI researchers
Studying
Intern / Interested in working remotely
4-6 years
長榮大學
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Within six months
Deep Learning SWE Intern @ Intel Corporation
Intel Corporation
・
2021 ~ Present
Professional Background
Current status
Studying
Job Search Progress
Professions
Fields of Employment
Software
Work experience
Less than 1 year work experience (1-2 years relevant)
Management
None
Skills
Languages
Chinese
・
Native or Bilingual
English
・
Fluent
Job search preferences
Positions
software engineer
Job types
Intern
Locations
Taipei, 台灣, Singapore, 新加坡,
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
國立臺灣科技大學
Major
資訊工程
Education
National Taiwan University of Science and Technology • Taiwan
Feb 2021 - Present
- M.S., Department of Computer Science and Information Engineering.
- Advised by Prof. Kai-Lung Hua.
Wrocław University of Science and Technology • Poland
Jul 2019 - Aug 2019
- 3E+ Summer School 2019 program(Data Science and Machine Learning ).
National Taiwan University of Science and Technology • Taiwan
Sep 2017 - Jan 2021
- B.S., Department of Computer Science and Information Engineering.
Skills
Programming
- C / C++
- C#
- Python
- Machine Learning/Deep Learning
Tools
- Docker
- Git
- PyTorch
- Open CV/Emgu CV
Web
- HTML5 / CSS /JavaScript
- React Js
- Python Flask
- PHP Laravel
Game Engine
- Unity
- Unreal
Other
- IOS (Swift)
- Android (Kotlin)
- Ubuntu Command Line Interface
Language
- Mandarin: Native
- English : Limited working proficiency
Experience
Deep Learning Software Engineer Intern • Intel Corporation
Jul 2021 - Present
- IoTG Customer Engineering Team.
- Optimize deep learning models and deploy models to Intel OpenVINO platform.
2021 E.Sun Bank AI Competition • E.Sun Bank Inc.
Jue 2021
- 6th / 468 in 2021 E.Sun Bank AI Competition.
- Develop deep learning classification models to recognize Mandarin handwritten words(OCR).
AI Energy, Power Source Prediction and Charging Pile Scheduling • Delta Electronics Inc.
May 2021 - Present
- Survey and develop deep learning approaches that helping Delta Electronics solve the problems.
2021 TSMC x Microsoft CareerHack Mixed Reality • TSMC x Microsoft
Jan 2021
- 2nd place in TSMC x Microsoft 2021 Careerhack Mixed Reality Team.
- Developed some Mixed Reality solutions for Restaurants (TSMC FAB) in C# (Unity 3D).
AI Automated Monitoring Platform System Development • IGS Inc.
Sep 2020 - Present
- Obtain the features of multi-dimensional time-series data by deep learning, and detect anomalies.
- Real-time data analysis by Kibana and Grafana visualization platforms and using machine learning to do anomaly detection.
2020 VGW • Vision Get Wild Award
May 2020
- 2nd place in Vision Get Wild Award Software Content Team.
- Integrated Azure Services (Voice to Text, Sentiment Analysis) and LineBot into Arduino hardware.
Computer Vision Algorithm development • SSI Inc.
Mar 2020 - Present
- Develop algorithms in C# (Engu CV), conduct research on Computer Vision solutions for products of SSI company.
CEO / President • Student Association of CSIE Department
Jun 2018 - Jun 2019
- Lead a team of Student Association of CSIE Department at NTUST.
Education
National Taiwan University of Science and Technology • Taiwan
Feb 2021 - Present
- M.S., Department of Computer Science and Information Engineering.
- Advised by Prof. Kai-Lung Hua.
Wrocław University of Science and Technology • Poland
Jul 2019 - Aug 2019
- 3E+ Summer School 2019 program(Data Science and Machine Learning ).
National Taiwan University of Science and Technology • Taiwan
Sep 2017 - Jan 2021
- B.S., Department of Computer Science and Information Engineering.
Skills
Programming
- C / C++
- C#
- Python
- Machine Learning/Deep Learning
Tools
- Docker
- Git
- PyTorch
- Open CV/Emgu CV
Web
- HTML5 / CSS /JavaScript
- React Js
- Python Flask
- PHP Laravel
Game Engine
- Unity
- Unreal
Other
- IOS (Swift)
- Android (Kotlin)
- Ubuntu Command Line Interface
Language
- Mandarin: Native
- English : Limited working proficiency
Experience
Deep Learning Software Engineer Intern • Intel Corporation
Jul 2021 - Present
- IoTG Customer Engineering Team.
- Optimize deep learning models and deploy models to Intel OpenVINO platform.
2021 E.Sun Bank AI Competition • E.Sun Bank Inc.
Jue 2021
- 6th / 468 in 2021 E.Sun Bank AI Competition.
- Develop deep learning classification models to recognize Mandarin handwritten words(OCR).
AI Energy, Power Source Prediction and Charging Pile Scheduling • Delta Electronics Inc.
May 2021 - Present
- Survey and develop deep learning approaches that helping Delta Electronics solve the problems.
2021 TSMC x Microsoft CareerHack Mixed Reality • TSMC x Microsoft
Jan 2021
- 2nd place in TSMC x Microsoft 2021 Careerhack Mixed Reality Team.
- Developed some Mixed Reality solutions for Restaurants (TSMC FAB) in C# (Unity 3D).
AI Automated Monitoring Platform System Development • IGS Inc.
Sep 2020 - Present
- Obtain the features of multi-dimensional time-series data by deep learning, and detect anomalies.
- Real-time data analysis by Kibana and Grafana visualization platforms and using machine learning to do anomaly detection.
2020 VGW • Vision Get Wild Award
May 2020
- 2nd place in Vision Get Wild Award Software Content Team.
- Integrated Azure Services (Voice to Text, Sentiment Analysis) and LineBot into Arduino hardware.
Computer Vision Algorithm development • SSI Inc.
Mar 2020 - Present
- Develop algorithms in C# (Engu CV), conduct research on Computer Vision solutions for products of SSI company.
CEO / President • Student Association of CSIE Department
Jun 2018 - Jun 2019
- Lead a team of Student Association of CSIE Department at NTUST.