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Taipei, Taiwan
Avatar of 廖昱程.
Avatar of 廖昱程.
Customer Engineer @iKala 愛卡拉互動媒體股份有限公司
2022 ~ Present
Within two months
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 Urban Flood Warning System, DSP,•Honor: The project was accepted to D4GX 2019 Program Committee as a poster. •Implemented a predict model to predict the risk of urban area
nlp machine learning
+python
AI & Machine Learning
Employed
Full-time
4-6 years
國立中央大學
認知與神經科學所

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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 one year
Software Engineer
Gogoro
2018 ~ Present
Taipei City, Taiwan
Professional Background
Current status
Employed
Job Search Progress
Professions
Other
Fields of Employment
Information Services
Work experience
4-6 years
Management
Skills
Node.js / Express.js
PostgreSQL/MySQL/MSSQL
HTML5
React.js/Redux
SaaS Solutions
GraphQL
Languages
English
Fluent
Chinese
Fluent
Japanese
Intermediate
Job search preferences
Positions
程式設計師
Job types
Full-time
Locations
Taipei, 台灣
Remote
Interested in working remotely
Freelance
Educations
School
Fu-Jen Catholic University
Major
Information Management
Print
Profile 03 00@2x 0f8539d7f013fd11030f4f7a7b97caf8c2dc5732bc61cba71764f3365c568794

陳奕勳

現於 Gogoro(睿能創意)任職軟體工程師,主要任務為資訊系統設計與開發。

熟於參與跨團隊專案討論、需求規格確立與跨系統問題處理;

業務範圍涵蓋新產品系統開發、顧客管理及電池 / 換電站管理。

 

   /   

Education


M.S. in Information Management,
Fu-Jen Catholic University, 2015

  • Participant of the academic exchange program of
    UNSW Australia.
  • Co-organizer of lab activities.
  • Research publication at Springer reference series

B.B.A. in Information Management,
Tam-Kang University, 2012

  • Varsity team member of InnoServe Awards 2012
  • Participated in the CO-OP program with Hwacom
    Systems Inc..
  • Three-term committee member of Religious Students Association of Taiwan

Skills


Programming

  • NodeJS
    • Design Pattern & OOP implementation
    • Performance diagnosis & improvement
    • Service API design (RESTful & GraphQL)
    • Unit & integration testing
    • Third-party services integration
      (Hubspot, SurveyMonkey, etc.)
  • ReactJS
    • Reusable UI component design
    • Context data flow design
    • User experience enhancement
  • SQL / NoSQL
Database schema design & performance enhancement
    • MySQL / PostgreSQL
    • MongoDB / Redis

Languages

  • Chinese (Native speaker)
  • English (Upper-Intermediate)
  • Japanese (Intermediate) 

Experience

Gogoro, Software Engineer, Nov. 2018 - Now

  • Refactored the legacy project with progressive integration testing underneath.
  • Enhanced the performance of the real-time statistic dashboard by around 80%.
  • Oversaw cross-functional feature development and quality.
  • Projects development:
    • CRM service system
    • Battery / Charging Station management system
    • Personal IoT vehicle service system

Ministry of Health and Welfare, R&D Alternative Service, Dec. 2015 - Nov. 2018

  • Accelerated the national open data program via data structure design and interdepartmental coordination.
  • Developed the messenger robot integrated microservice projects.
  • Responsible for the SOP establishment of IaaS management and quality enhancement program.
  • Boosted the accessibility and design of the national green data center .

UNSW Australia, Summer Internship, Jul. 2013 - Sept. 2013

  • Participated in the academic exchange program (subsidized by FJCU and Ministry of education of Taiwan) of DM-Lab and Smart Services CRC, focus on the SNS data mining and project development.
  • Project development: Spreading Pattern and Effectiveness on Social Media Sites
    • Conducted the data collecting and analysis of the research (word of mouth recommendation related).
    • Implemented the software adaptation. (MATLAB, altered k-means clustering)

Fu Jen Catholic University, Research Assistant, Oct. 2012 - Jun. 2014

  • Supervised laboratory routines and co-organized training courses for junior members of the lab. 
  • Formulated the academic exchange program with international students, provided suggestions for the short-term research and the final essay.
  • Project development: Trend Forecast of Online Social Network Community
    • Designed the algorithm for the research. (altered Genetic Expression Programming algorithm)
    • Executed the recommendation efficiency analysis of the online booking system.

Profile


  I Hsun Chen was born in Taipei, Taiwan. He received his B.B.A. and M.S. degree in Information Management from Tam-Kang University and Fu-Jen Catholic University, Taiwan, respectively. He was a member of the varsity team at the competition of InnoServe Award in 2012, and also participated in the academic exchange program of FJCU and UNSW Australia; he dedicated his research to data mining and online social network analysis through algorithm programming in his school days.


  At the time in MOHW, he conducted the information system upgrade and data center expansion program with his colleagues. Which enhanced his perspective during the process of mediating differences of opinion between IT division and others.

  Now he is a software engineer in Gogoro, experienced in frontend and backend, and willing to accept the next challenge.

Projects


CRM service system

  • GraphQL API service 
  • Aggregation workflow for valuable customers
  • Third party service data collection

Paragraph image 06 00@2x
Paragraph image 06 01@2x

Battery / Charging Station management system

  • High availability with caching queue and microservice design
  • Modularized feature component design
  • Relatively complexity of hierarchical personas and workflows

Paragraph image 06 00@2x
Paragraph image 06 01@2x

Personal IoT vehicle service system

  • Geographical accessibility based on user location
  • Intelligible data protection procedure for the GDPR
  • Historical data aggregation according to the user activity
Paragraph image 04 00@2x

Publication


Paragraph image 04 00@2x 0a60eca693a10c928b852fbc59ecb80f69e59f0d26acd4c74f39c7f256369567
Paragraph image 04 01@2x d7b528f9ab8e34777562695011fbbc2a4f3f28d8b47f4c8e57ee7c3410afdfa8


  • Hu HW., Lin WS., Chen IH. (2016) An Application of GEP Algorithm for Prime Time Detection in Online Social Network. In: Latifi S. (eds) Information Technology: New Generations. Advances in Intelligent Systems and Computing, vol 448. Springer, Cham

Resume
Profile
Profile 03 00@2x 0f8539d7f013fd11030f4f7a7b97caf8c2dc5732bc61cba71764f3365c568794

陳奕勳

現於 Gogoro(睿能創意)任職軟體工程師,主要任務為資訊系統設計與開發。

熟於參與跨團隊專案討論、需求規格確立與跨系統問題處理;

業務範圍涵蓋新產品系統開發、顧客管理及電池 / 換電站管理。

 

   /   

Education


M.S. in Information Management,
Fu-Jen Catholic University, 2015

  • Participant of the academic exchange program of
    UNSW Australia.
  • Co-organizer of lab activities.
  • Research publication at Springer reference series

B.B.A. in Information Management,
Tam-Kang University, 2012

  • Varsity team member of InnoServe Awards 2012
  • Participated in the CO-OP program with Hwacom
    Systems Inc..
  • Three-term committee member of Religious Students Association of Taiwan

Skills


Programming

  • NodeJS
    • Design Pattern & OOP implementation
    • Performance diagnosis & improvement
    • Service API design (RESTful & GraphQL)
    • Unit & integration testing
    • Third-party services integration
      (Hubspot, SurveyMonkey, etc.)
  • ReactJS
    • Reusable UI component design
    • Context data flow design
    • User experience enhancement
  • SQL / NoSQL
Database schema design & performance enhancement
    • MySQL / PostgreSQL
    • MongoDB / Redis

Languages

  • Chinese (Native speaker)
  • English (Upper-Intermediate)
  • Japanese (Intermediate) 

Experience

Gogoro, Software Engineer, Nov. 2018 - Now

  • Refactored the legacy project with progressive integration testing underneath.
  • Enhanced the performance of the real-time statistic dashboard by around 80%.
  • Oversaw cross-functional feature development and quality.
  • Projects development:
    • CRM service system
    • Battery / Charging Station management system
    • Personal IoT vehicle service system

Ministry of Health and Welfare, R&D Alternative Service, Dec. 2015 - Nov. 2018

  • Accelerated the national open data program via data structure design and interdepartmental coordination.
  • Developed the messenger robot integrated microservice projects.
  • Responsible for the SOP establishment of IaaS management and quality enhancement program.
  • Boosted the accessibility and design of the national green data center .

UNSW Australia, Summer Internship, Jul. 2013 - Sept. 2013

  • Participated in the academic exchange program (subsidized by FJCU and Ministry of education of Taiwan) of DM-Lab and Smart Services CRC, focus on the SNS data mining and project development.
  • Project development: Spreading Pattern and Effectiveness on Social Media Sites
    • Conducted the data collecting and analysis of the research (word of mouth recommendation related).
    • Implemented the software adaptation. (MATLAB, altered k-means clustering)

Fu Jen Catholic University, Research Assistant, Oct. 2012 - Jun. 2014

  • Supervised laboratory routines and co-organized training courses for junior members of the lab. 
  • Formulated the academic exchange program with international students, provided suggestions for the short-term research and the final essay.
  • Project development: Trend Forecast of Online Social Network Community
    • Designed the algorithm for the research. (altered Genetic Expression Programming algorithm)
    • Executed the recommendation efficiency analysis of the online booking system.

Profile


  I Hsun Chen was born in Taipei, Taiwan. He received his B.B.A. and M.S. degree in Information Management from Tam-Kang University and Fu-Jen Catholic University, Taiwan, respectively. He was a member of the varsity team at the competition of InnoServe Award in 2012, and also participated in the academic exchange program of FJCU and UNSW Australia; he dedicated his research to data mining and online social network analysis through algorithm programming in his school days.


  At the time in MOHW, he conducted the information system upgrade and data center expansion program with his colleagues. Which enhanced his perspective during the process of mediating differences of opinion between IT division and others.

  Now he is a software engineer in Gogoro, experienced in frontend and backend, and willing to accept the next challenge.

Projects


CRM service system

  • GraphQL API service 
  • Aggregation workflow for valuable customers
  • Third party service data collection

Paragraph image 06 00@2x
Paragraph image 06 01@2x

Battery / Charging Station management system

  • High availability with caching queue and microservice design
  • Modularized feature component design
  • Relatively complexity of hierarchical personas and workflows

Paragraph image 06 00@2x
Paragraph image 06 01@2x

Personal IoT vehicle service system

  • Geographical accessibility based on user location
  • Intelligible data protection procedure for the GDPR
  • Historical data aggregation according to the user activity
Paragraph image 04 00@2x

Publication


Paragraph image 04 00@2x 0a60eca693a10c928b852fbc59ecb80f69e59f0d26acd4c74f39c7f256369567
Paragraph image 04 01@2x d7b528f9ab8e34777562695011fbbc2a4f3f28d8b47f4c8e57ee7c3410afdfa8


  • Hu HW., Lin WS., Chen IH. (2016) An Application of GEP Algorithm for Prime Time Detection in Online Social Network. In: Latifi S. (eds) Information Technology: New Generations. Advances in Intelligent Systems and Computing, vol 448. Springer, Cham