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Senior Machine Learning Engineer @CoolSo
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si=sQ4mFtC0yfFmHa7I Designed and deployed wrist-worn DNN-based gesture recognition systems - Delivered a general zero-shot 12 gestures model, with 95%+ accuracy, a significant enhancement from the former version has limited 80% accuracy for only 4 gestures and requires per user training session - Reviewed cutting-edge AI research papers and deployed in CoolSo's technology stack - Designed and trained DNN models with PyTorch and PyTorch Lightning - Enhanced models via transfer learning, augmentation, and parallel training - Developed C++ / Python SDK and deployed DNN models on Android and Linux / Windows. Digital Marketing and Advertisement (Volunteer
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remapping 3. SSD performance improvement 4. MLC and 3DTLC Nand flash development Education Tibame BootCamp 1. Role: Team leader 2. Working item: Member Features(signup, login, logout, member center), Authorization 3. Skills: Spring Boot, Hibernate, Restful-API, jQuery, Bootstrap National Taiwan Normal University, Master, Electrical Engineering Published: 1. "Gaze tracking for smart consumer electronics" on ICCE 2014: Best paper award 2. "High-speed gaze tracking with visible light" on ICSSE 2013 National Taiwan Normal University, Bachelor, Electrical Engineering 1. Seminar project: Stereo vision digital camera design 2. Vice Director of Student
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Software Engineer @ SoftLeader 松凌科技
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SoftLeader 松凌科技
2022 ~ Present
Taipei City, 台灣
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Print

ShengJu Wu(吳昇儒)

Backend Engineer / Software Engineer •  New Taipei City,TW  •  

[email protected]

Skills


Programming

  • Java 
  • JavaScript
  • C/C++ 
  • Python
  • SQL

Web/Framework

  • Spring Boot/SpringFrameWork
  • PostgreSQL, Redis


Embedded System

  • SSD development
  • FTL design 


Professional Skills

  • Computer Vision
  • Image Processing 
  • Machine Learning

Language

  • Chinese: Native language 
  • English: TOEIC Certificate (835)

  Certificate

  • Fundamentals of Deep Learning for Computer Vision - NVIDIA Deep Learning Institute (2019/6)

Work Experience

SoftLeader Technology Corp, Software Engineer, Sep. 2022 to now.

R&D engineer:

1. Engaged in FileUpload system and ETL for clients. 

2. Import and customize data migration(Flyway and Liquibase) in products. 

3. Participate in client system framework update from Spring boot 2 to Spring boot 3.

Wvzduzkkukkszjo5gjov

Silicon Motion, Supervisor Engineer, Jul 2019 to Apr 2022

Client SSD development

1. GC algorithm design: 

  • GC Table Extension
  • GC Performance implement

2. Wearleveling feature implement

3. Nand flash feature development

Wvzduzkkukkszjo5gjov

HTC Vive, Senior Engineer, Nov 2018 to Jun 2019

VIVE SDK development
1. Dual camera calibration flow design
2. API Integration

Wvzduzkkukkszjo5gjov

LITEON, Senior Engineer, Oct 2015 to Oct 2018

Enterprise SSD development
1. FTL algorithm design: L2P table maintenance
2. Error handling - Unexpected power off - Bad block remapping
3. SSD performance improvement
4. MLC and 3DTLC Nand flash development

W0fvd76mlt1qwz6qolaf

Education

Tibame BootCamp 

1. Role: Team leader
2. Working item: Member Features(signup, login, logout, member center), Authorization
3. Skills: Spring Boot, Hibernate, Restful-API, jQuery, Bootstrap

Yux3pownwura7u1crp99

National Taiwan Normal University, Master, Electrical Engineering

Published:
1. "Gaze tracking for smart consumer electronics" on ICCE 2014: Best paper award
2. "High-speed gaze tracking with visible light" on ICSSE 2013

Yux3pownwura7u1crp99

National Taiwan Normal University, Bachelor, Electrical Engineering

1. Seminar project: Stereo vision digital camera design
2. Vice Director of Student association of EE department
3. Officer of the training department of Electricity club
4. Executive Secretary of the orientation camp

Filbpdvfyypqo0j46pul
Resume
Profile

ShengJu Wu(吳昇儒)

Backend Engineer / Software Engineer •  New Taipei City,TW  •  

[email protected]

Skills


Programming

  • Java 
  • JavaScript
  • C/C++ 
  • Python
  • SQL

Web/Framework

  • Spring Boot/SpringFrameWork
  • PostgreSQL, Redis


Embedded System

  • SSD development
  • FTL design 


Professional Skills

  • Computer Vision
  • Image Processing 
  • Machine Learning

Language

  • Chinese: Native language 
  • English: TOEIC Certificate (835)

  Certificate

  • Fundamentals of Deep Learning for Computer Vision - NVIDIA Deep Learning Institute (2019/6)

Work Experience

SoftLeader Technology Corp, Software Engineer, Sep. 2022 to now.

R&D engineer:

1. Engaged in FileUpload system and ETL for clients. 

2. Import and customize data migration(Flyway and Liquibase) in products. 

3. Participate in client system framework update from Spring boot 2 to Spring boot 3.

Wvzduzkkukkszjo5gjov

Silicon Motion, Supervisor Engineer, Jul 2019 to Apr 2022

Client SSD development

1. GC algorithm design: 

  • GC Table Extension
  • GC Performance implement

2. Wearleveling feature implement

3. Nand flash feature development

Wvzduzkkukkszjo5gjov

HTC Vive, Senior Engineer, Nov 2018 to Jun 2019

VIVE SDK development
1. Dual camera calibration flow design
2. API Integration

Wvzduzkkukkszjo5gjov

LITEON, Senior Engineer, Oct 2015 to Oct 2018

Enterprise SSD development
1. FTL algorithm design: L2P table maintenance
2. Error handling - Unexpected power off - Bad block remapping
3. SSD performance improvement
4. MLC and 3DTLC Nand flash development

W0fvd76mlt1qwz6qolaf

Education

Tibame BootCamp 

1. Role: Team leader
2. Working item: Member Features(signup, login, logout, member center), Authorization
3. Skills: Spring Boot, Hibernate, Restful-API, jQuery, Bootstrap

Yux3pownwura7u1crp99

National Taiwan Normal University, Master, Electrical Engineering

Published:
1. "Gaze tracking for smart consumer electronics" on ICCE 2014: Best paper award
2. "High-speed gaze tracking with visible light" on ICSSE 2013

Yux3pownwura7u1crp99

National Taiwan Normal University, Bachelor, Electrical Engineering

1. Seminar project: Stereo vision digital camera design
2. Vice Director of Student association of EE department
3. Officer of the training department of Electricity club
4. Executive Secretary of the orientation camp

Filbpdvfyypqo0j46pul