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Taipei, Taiwan
Taiwan
IT
Marketing / Advertising
Tech
Less than 1 year
1-2 years
4-6 years
6-10 years
10-15 years
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國立台灣大學
輔仁大學
世新大學
National Chiao Tung University
National Taiwan University
Goldsmiths, University of London
Hanken & SSE Executive Education
Ming Chuan University
National Chengchi University
National Taipei University of Technology
Taipei, Taiwan
Taiwan
台灣
Taipei City, Taiwan
台北市, 台灣
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新北市, 台灣
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台中市, 台灣
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CSS3
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Yes
1-5 people
Within two months
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Digital Marketing Manager
網頁前端 / 後端工程師
Bachelor of Arts (BA)
Bachelor’s Degree
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2017
2014
Current company
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104資訊科技
Kono 電子雜誌
Pixl Solutions 像素數科技術有限公司
博丰數位 Performics
台北數位廣告
和盟電子商務
Interested in working remotely
Part-time freelancer
Chinese - Native or Bilingual
English - Professional
Chinese
4-6 years
6-10 years
10-15 years
More than 15 years
國立台灣大學
Taipei, Taiwan
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Avatar of 林靖傑.
Avatar of 林靖傑.
林靖傑
Ad Operator @Pixl Solutions 像素數科技術有限公司
・
2022 ~ Present
Digital Marketing Manager
Within two months
林靖傑 / Jason 畢業於台灣大學政治系，4 年數位廣告投放、3 年 SEO 操作經驗，並且有過異業合作、會員活動等專案經驗。擅長以數據洞察為基礎，為品牌建立長期穩定的營收成長計劃。 電子信箱： [email protected] 聯絡電話：工作經歷 Kono 電子雜誌 / 數位行銷
SEO
SEM
Data Analysis
Employed
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
政治系 公共行政組
Avatar of 蔡承恩.
Avatar of 蔡承恩.
蔡承恩
程式設計師 @和盟電子商務
・
2016 ~ 2018
網頁前端 / 後端工程師
More than one year
蔡承恩 網頁前端工程師 • 台北市，TW • [email protected] 四年網頁前端開發經驗， 擅長各種功能元件開發，API串接。 技能 前端 Javascript －DOM的存取使用；各種web APIs的使用；ES6+ React - 各式元件開發；Router、Redux、Hooks的使用 jQuery - 互動性與便捷的DOM存取 後端 Node - Express.js 架設 Web server端 PHP - 資料
JavaScript
HTML5
PHP
Employed
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
資訊管理

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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.
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Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
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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 one month
Avatar of DboyLiao.
DboyLiao
AI/Prompt Engineer @ Empathia.ai
Empathia.ai
・
2022 ~ Present
Taipei City, Taiwan
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Engineer, Python Developer, Machine Learning Engineer
Fields of Employment
Software
Work experience
6-10 years
Management
Skills
Python
Linux
C++
Tensorflow/Keras
PyTorch
Languages
English
・
Intermediate
Job search preferences
Positions
Machine Learning Engineer
Job types
Full-time
Locations
Taipei, 台灣
Remote
Interested in working remotely
Freelance
No
Educations
School
國立台灣大學
Major
經濟學
Print

Yin Chen, Liao (廖尹禎)

[email protected]

Experience 


Senior AI/Prompt Engineer, Empathia.ai, 2023 July - Present

  • Prompts Engineering, LLM Output Evaluation and Optimization.
  • Design prompts for NLP tasks to generate high quality specialized SOAP report for different specialists. 
  • Implement and maintain a streaming service for various AI-powered functionalities with Apache Kafka.

Senior Data/ML Engineer, MobLab Inc., 2022 July - 2023 July

  • Algorithm Design: game data analysis, user clustering
  • RESTful API development: extensive experience on FastAPI, along with asyncio.
  • Large-Language-Model(LLM): Hands-on experiences on building GPT-powered machine learning/AI system, which is capable of handling hundreds of note processing within 2 mins.

Principal Engineer, Coretronic Corporation., November 2020 - July 2022

  • Robotic development with Python and  C/C++
  • Deep-learning based algorithm for robotic grasping
  • Robotic Hand-Eye calibration, reach less than 5 mm projection error on Realsense L515 LiDAR camera with ordinary tripod
  • Augmented Reality: design and implement algorithm for camera pose estimation, significantly improve the tracking performance by boosting the detection distance from less than 30cm to over 1m with frames per second rate over 65
  • SLAM system development
  • Large scale business strategic analysis with Spark

Senior Software Developer, Wuduker Inc., January 2020 - October 2020

  • iSchedule, a preference aware scheduling system. Responsible for designing RESTful API, database schema and core scheduling solver
  • Anomaly detection system with Deep Metric Learning
  • Develop deep learning model with PyTroch and PyTorch-Lightning
  • Consulting service. Including Spark pipeline optimization, deep learning model development and general Python/C++ development

Machine Learning Engineer, Pinkoi Inc., December 2017 - December 2019

  • Recommendation System, including item-based/store-based recommendation, keyword suggestion, making significant improvement on recommendation quality and coverage.
  • Machine Learning Algorithm Design
  • Data Pipeline, including on-site advertising and internal BI reporting with Apache Airflow.
  • Design and maintain automatic testing scheme
  • Database optimization for accelerating internal BI reporting system by 50% (query time drops from approximately 2 mins to less than 1 min on average)
  • https://www.pinkoi.com/

R&D Engineer, Speed 3D Inc., July 2015 - June 2017

  • SDK Development (iOS, Android with Unity 3D)
  • Backend Server Maintenance
  • Algorithm Design
  • http://www.spe3d.co

Co-Founder, 木刻思,  June 2014 - June 2015

Research Assistant, National Taiwan University, June 2012 - June 2014

  • Econometric Model Simulation

Projects (Selected)

Talks

Skill Sets

Python

Scientific computing and data visualization, including Tensorflow, PyTorch, numpy, scipy and matplotlib. Experience with RESTful API development using Flask and FastAPI.

C++

Familiar with OpenCV basic data structures such as Mat in addition to basic and advanced image processing API. 
Building external library for python with pybind11


PySpark / Spark

Proficiency in Spark SQL for building efficient data processing pipeline. Experience in both integrating Python ML libraries with PySpark such as distributed hyperparameters search.

Apache Airflow

Familiar with the API for managing complex tasks scheduling and pipelines management

GCP DataProc, BigQuery

Working knowledge on GCP DataProc and BigQuery for building/tuning Spark Cluster and building large scale data warehouse with BigQuery

Tensorflow / PyTorch

Deep understanding of Tensorflow / PyTorch frameworks. Proficiency in designing tools and models based on these frameworks.

Apache Kafka

Proficiency in building streaming processing pipelines with Apache Kafka.


Education

M.S, Economics, National Taiwan University,  2011

Graduated in the top 5% of the class

B.S, Mathematics, National Taiwan University, 2009

Resume
Profile
Print

Yin Chen, Liao (廖尹禎)

[email protected]

Experience 


Senior AI/Prompt Engineer, Empathia.ai, 2023 July - Present

  • Prompts Engineering, LLM Output Evaluation and Optimization.
  • Design prompts for NLP tasks to generate high quality specialized SOAP report for different specialists. 
  • Implement and maintain a streaming service for various AI-powered functionalities with Apache Kafka.

Senior Data/ML Engineer, MobLab Inc., 2022 July - 2023 July

  • Algorithm Design: game data analysis, user clustering
  • RESTful API development: extensive experience on FastAPI, along with asyncio.
  • Large-Language-Model(LLM): Hands-on experiences on building GPT-powered machine learning/AI system, which is capable of handling hundreds of note processing within 2 mins.

Principal Engineer, Coretronic Corporation., November 2020 - July 2022

  • Robotic development with Python and  C/C++
  • Deep-learning based algorithm for robotic grasping
  • Robotic Hand-Eye calibration, reach less than 5 mm projection error on Realsense L515 LiDAR camera with ordinary tripod
  • Augmented Reality: design and implement algorithm for camera pose estimation, significantly improve the tracking performance by boosting the detection distance from less than 30cm to over 1m with frames per second rate over 65
  • SLAM system development
  • Large scale business strategic analysis with Spark

Senior Software Developer, Wuduker Inc., January 2020 - October 2020

  • iSchedule, a preference aware scheduling system. Responsible for designing RESTful API, database schema and core scheduling solver
  • Anomaly detection system with Deep Metric Learning
  • Develop deep learning model with PyTroch and PyTorch-Lightning
  • Consulting service. Including Spark pipeline optimization, deep learning model development and general Python/C++ development

Machine Learning Engineer, Pinkoi Inc., December 2017 - December 2019

  • Recommendation System, including item-based/store-based recommendation, keyword suggestion, making significant improvement on recommendation quality and coverage.
  • Machine Learning Algorithm Design
  • Data Pipeline, including on-site advertising and internal BI reporting with Apache Airflow.
  • Design and maintain automatic testing scheme
  • Database optimization for accelerating internal BI reporting system by 50% (query time drops from approximately 2 mins to less than 1 min on average)
  • https://www.pinkoi.com/

R&D Engineer, Speed 3D Inc., July 2015 - June 2017

  • SDK Development (iOS, Android with Unity 3D)
  • Backend Server Maintenance
  • Algorithm Design
  • http://www.spe3d.co

Co-Founder, 木刻思,  June 2014 - June 2015

Research Assistant, National Taiwan University, June 2012 - June 2014

  • Econometric Model Simulation

Projects (Selected)

Talks

Skill Sets

Python

Scientific computing and data visualization, including Tensorflow, PyTorch, numpy, scipy and matplotlib. Experience with RESTful API development using Flask and FastAPI.

C++

Familiar with OpenCV basic data structures such as Mat in addition to basic and advanced image processing API. 
Building external library for python with pybind11


PySpark / Spark

Proficiency in Spark SQL for building efficient data processing pipeline. Experience in both integrating Python ML libraries with PySpark such as distributed hyperparameters search.

Apache Airflow

Familiar with the API for managing complex tasks scheduling and pipelines management

GCP DataProc, BigQuery

Working knowledge on GCP DataProc and BigQuery for building/tuning Spark Cluster and building large scale data warehouse with BigQuery

Tensorflow / PyTorch

Deep understanding of Tensorflow / PyTorch frameworks. Proficiency in designing tools and models based on these frameworks.

Apache Kafka

Proficiency in building streaming processing pipelines with Apache Kafka.


Education

M.S, Economics, National Taiwan University,  2011

Graduated in the top 5% of the class

B.S, Mathematics, National Taiwan University, 2009