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Manager @GOMAJI 夠麻吉
2017 ~ Present
Project Lead / Tech Lead / Team Lead / Technical Manager
Within one month
CI/CD, and Software Development Process: (1) Responsibility: Developed hybrid cloud architecture using GCP, especially include local K8S, GaKE, Docker and other services. Implemented CI/CD systems and designed internal software processes, communicating closely with executive leadership. (2) Achievement: Enhanced IT infrastructure flexibility and scalability, improved system reliability and operational efficiency, reduced costs. 4. Data Platform and Personalized Recommendation System: (1) Responsibility: Built AWS data platform including ETL, data warehousing, and lakes. Led development of a personalized recommendation system using AWS Personalize, custom algorithm and Generative AI, e.g. OpenAI, Genimi
Team Lead
Management Team
Cloud Architecture
Employed
Ready to interview
Full-time / Interested in working remotely
10-15 years
Shih Hsin University
Management Information Systems, General
Avatar of the user.
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
Python
R
Natural Language Processing (NLP)
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
資訊科學系
Avatar of the user.
Avatar of the user.
資料分析師 Data Analyst @Portto 門戶科技| Blocto
2022 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
python
R
MySQL
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
臺灣大學
流行病學與預防醫學所 生物統計組
Avatar of 陳奕妤.
Avatar of 陳奕妤.
Past
Senior Data Analyst @趨勢科技
2022 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
view APP usage - app usage tree view is designed to let users be able to easily get customer’s usage data. Skill : Microsoft SQL Server · Kusto Query Language (KQL) · Azure Databricks · Microsoft Azure Dashboard · Tableau · Microsoft Power BI · Data Cubes · pySpark · Git Data Analyst • Bank SinoPac OctNov 2022 Personalized recommendation system on official website. Using machine learning model to find the potential customers, total uplift 20% click rate and 6% conversion rate, find out the important features to help business stakeholders give the proper campaign to different customers. Integrate user's transaction data, online behavior data, interest
python
R
SQL
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
統計資訊學系
Avatar of Zheng Tzer Lee (李政澤).
Avatar of Zheng Tzer Lee (李政澤).
Consultant @Startup
2023 ~ 2024
Pre-sales/PM/Business Consultant/Business Analyst/System Analyst
Within one month
析解決方案,降低客戶和專案成本 • 獲頒 2022 年最佳表現者之一 • 增加2位顧問作為資源協助客戶的專案; 輔導新顧問 Business Data Analyst (Recommendation System Engineer) • 良興股份有限公司 MarchJuly 2020 | New Taipei City, Taiwan 背景 • 公司進行數位轉型 • 領導數據發展部的數據專案 Data Analytics 專案 • 負責市場洞察挖
Python
Tableau Prep/Tableau Desktop
ETL
Employed
Ready to interview
Full-time / Not interested in working remotely
4-6 years
Fu Jen Catholic University
Brand and Fashion Management
Avatar of 鄒適文.
Avatar of 鄒適文.
Past
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技
2022 ~ 2023
資料科學家、資料科學工程師、機器學習工程師
Within one month
reached the Databricks Delta Lake. Established robust guardrails using the combined might of AWS Lambda, Apache Airflow and Databricks, ensuring that data stored in the DataBricks Delta Lake consistently met the highest quality benchmarks. MLOps / Machine Learning / Data Science Utilized Databricks to build a LightGCN-based recommendation system, fine-tuning for precise content delivery. Monitored model versions with MLflow, ensuring continuous integration. Seamlessly merged our recommendation system with Databricks Delta Lake, maintaining a high-quality data influx and elevating system performance. Developed a comprehensive MLOps service on Databricks, spanning from preprocessing to deployment
python
tensorflow
keras
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
台灣大學
大氣科學所
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
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 recommender system based on real-world e-commerce sessions, 2023/02/08 - Bronze medal (solo): (Kaggle) H&M Personalized Fashion Recommendations: Provide product recommendations based on previous purchases, 2022/05
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 Chin Ya Chang.
Avatar of Chin Ya Chang.
Senior Software Engineer @International Integrated Systems, Inc.(IISI)
2020 ~ 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
Chin Ya Chang Machine Learning Engineer New Taipei City , Taiwan [email protected] Current Position: AI Team - Software Engineer at the Central Weather Bureau, specializing in machine learning. Tasks include image generation, numerical prediction, data calibration, recommendation systems, and text generation using data from satellites, radar, and geographic information. I stay updated on AI advancements by studying research papers and implementing new approaches into projects. Recently, I've focused on deploying Large Language Models (LLM) in customer-oriented chatbots. Proficient in Docker for establishing and maintaining development environments, deploying projects to client environments.
Python
PyTorch
Machine Learning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
私立中原大學 Chung Yuan Christian University
環境工程
Avatar of 莊鈞諺.
Avatar of 莊鈞諺.
Expertise & Innovation Lead, Cloud @fifty-five
2023 ~ Present
Cloud Solution Architect
Within one month
and collaborative efforts. Data Specialist / R&D Institute for Information Industry OctOct 2023 Taipei, Taiwan - Digital Marketing & Traffic Optimization: Enhanced search traffic via strategic SEO for major platforms. - Large-Scale Website Project: Contributed to a high-value SaaS website launch, overseeing deployment and development. - Data Analysis & Systems : Developed GCP-centric data systems, boosting data integration and analysis. - Team Leadership & Innovation: Created a Vertex AI recommendation engine, advancing data team methodologies. EducationNational Chengchi University MS in Computer Science Thesis:Explainable Deep Learning-Based Recommendation Systems: Enhancing the Services of Public Sector Subsidy Online Platform Courses
Google Analytics
Google Tag Manager
Data Mining
Employed
Full-time / Interested in working remotely
4-6 years
National Chengchi University
Computer Science
Avatar of the user.
Avatar of the user.
Principal Engineer @Coretronic Corporation, 中強光電
2020 ~ 2022
Machine Learning Engineer
Within one month
Python
Linux
C++
Employed
Full-time / Interested in working remotely
6-10 years
國立台灣大學
經濟學

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Within one month
GOMAJI 夠麻吉 經理
Logo of GOMAJI 夠麻吉.
GOMAJI 夠麻吉
2017 ~ Present
新北市, 台灣
Professional Background
Current status
Employed
Job Search Progress
Ready to interview
Professions
Technical Manager, DevOps / System Admin, Software Engineer
Fields of Employment
Ecommerce
Work experience
10-15 years
Management
I've had experience in managing 5-10 people
Skills
Team Lead
Management Team
Cloud Architecture
App Development
PHP Laravel Framework
Data Engineering & Data Processing
DevOps / CI / CD
AWS
GCP
Node.js
Android
iOS
Flutter
SQL
SEO
PHP
Kubernetes/Docker
Languages
English
Fluent
Chinese
Native or Bilingual
Job search preferences
Positions
Project Lead / Tech Lead / Team Lead / Technical Manager
Job types
Full-time
Locations
新北市, 台灣, 台北市, 台灣
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
Shih Hsin University
Major
Management Information Systems, General
Print

Justin Liu

GOMAJI 夠麻吉 經理

A technical leader with extensive IT management experience, skilled in driving technological innovation, optimizing development processes, and leading cross-functional teams to achieve business objectives. In my previous roles, I successfully led a team of 10, including web developers, App developers, DevOps, data engineers, and API developers, to accomplish several key projects. I have a profound understanding and practical experience in technical architecture, cloud architect solutions(GCP and AWS), CI/CD and Docker, and data analytics, and committed to enhancing team efficiency and product quality.

具有豐富IT管理經驗的技術領導者,擅長推動技術創新,優化開發流程,以及領導跨功能團隊達成業務目標。在過去的工作中,成功帶領一支10人的團隊,包括前端、App開發、DevOps、數據工程和API開發人員,實現了多項關鍵項目。我對於技術架構、雲端架構方案(GCP與AWS)、CI/CD與Docker、數據分析擁有深厚的理解和實踐經驗,並致力於提升團隊效率和產品品質。

  新北市, 台灣

 

工作經歷

九月 2017 - Present

Manager

GOMAJI 夠麻吉

1. Website, API Development, and Third-Party Service Integration:
(1) Responsibility: Managed company’s official websites and led API development using PHP Slim. Directed transitions from PHP/React.js to Laravel and integrated third-party services like Shopify Plus.
(2) Achievement: Improved website performance by 20%, SEO score to 90, ensuring stability under high traffic and enabled rapid business model validation.

2. App Development:
(1) Responsibility: Led development of Android and iOS apps, using Java, Kotlin, Objective-C, Swift. Introduced Flutter and integrated CircleCI for CI/CD, overseeing planning to execution.
(2) Achievement: Established cross-platform development process, reducing costs and ensuring product stability through automation.

3. Cloud Architecture, CI/CD, and Software Development Process:
(1) Responsibility: Developed hybrid cloud architecture using GCP, especially include local K8S, GaKE, Docker and other services. Implemented CI/CD systems and designed internal software processes, communicating closely with executive leadership.
(2) Achievement: Enhanced IT infrastructure flexibility and scalability, improved system reliability and operational efficiency, reduced costs.

4. Data Platform and Personalized Recommendation System:
(1) Responsibility: Built AWS data platform including ETL, data warehousing, and lakes. Led development of a personalized recommendation system using AWS Personalize, custom algorithm and Generative AI, e.g. OpenAI, Genimi.
(2) Achievement: Boosted customer conversion rates by 2% through detailed customer profiles and targeted insights.

5. Research and Training on New Technologies:
(1) Responsibility: Conducted feasibility studies on new Technonogies, e.g. Generative AI and Cloud Services, and organized annual technical training programs, e.g. Docker and K8S.
(2) Achievement: Integrated new technologies, fostering a culture of continuous learning and innovation, creating new business opportunities.

八月 2020 - 二月 2021

Lecturer

Shih Hsin University

Lecturer on Computational Thinking and Programming Design

一月 2015 - 九月 2017

Staff Engineer

GOMAJI 夠麻吉

Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat.

十二月 2012 - 十二月 2014

Senior Engineer

台灣大哥大 Taiwan Mobile

1. Developed and refactor M+ App.
2. Developed and maintained the AppGuru2.0 App.
3. Developed and maintained the Taiwan Mobile Customer Service App.

一月 2011 - 十一月 2012

Lecturer

Shih Hsin University

Android application development

九月 2011 - 九月 2012

Lecturer

School of Continuing Education, Chinese Culture University.

Android Application Development
Embedded System Programming
Socket and Network Programming

八月 2008 - 三月 2010

Senior Engineer

HTC

1. Developed standalone and network multimedia applications for Android system.
2. Maintained and developed the Android Media Scanning Service.
3. Integrated Scalado technology into the HTC Android system.
4. Integrated Discretix DRM1.0 and 2.1 mechanisms into HTC Android framework.
5. Developed Android CDMA authentication services EPST, Field Trial.
6. Developed settings app for Android CDMA devices.

學歷

2005 - 2007

Shih Hsin University

Management Information Systems, General

2001 - 2005

Shih Hsin University

Management Information Systems, General

技能

   Team Lead      Management Team      Cloud Architecture      App Development      PHP Laravel Framework      Data Engineering & Data Processing      DevOps / CI / CD      AWS      GCP      Node.js      Android      iOS      Flutter      SQL      SEO      PHP      Kubernetes/Docker   

語言

   English — 進階      Chinese — 母語或雙語   

Resume
Profile

Justin Liu

GOMAJI 夠麻吉 經理

A technical leader with extensive IT management experience, skilled in driving technological innovation, optimizing development processes, and leading cross-functional teams to achieve business objectives. In my previous roles, I successfully led a team of 10, including web developers, App developers, DevOps, data engineers, and API developers, to accomplish several key projects. I have a profound understanding and practical experience in technical architecture, cloud architect solutions(GCP and AWS), CI/CD and Docker, and data analytics, and committed to enhancing team efficiency and product quality.

具有豐富IT管理經驗的技術領導者,擅長推動技術創新,優化開發流程,以及領導跨功能團隊達成業務目標。在過去的工作中,成功帶領一支10人的團隊,包括前端、App開發、DevOps、數據工程和API開發人員,實現了多項關鍵項目。我對於技術架構、雲端架構方案(GCP與AWS)、CI/CD與Docker、數據分析擁有深厚的理解和實踐經驗,並致力於提升團隊效率和產品品質。

  新北市, 台灣

 

工作經歷

九月 2017 - Present

Manager

GOMAJI 夠麻吉

1. Website, API Development, and Third-Party Service Integration:
(1) Responsibility: Managed company’s official websites and led API development using PHP Slim. Directed transitions from PHP/React.js to Laravel and integrated third-party services like Shopify Plus.
(2) Achievement: Improved website performance by 20%, SEO score to 90, ensuring stability under high traffic and enabled rapid business model validation.

2. App Development:
(1) Responsibility: Led development of Android and iOS apps, using Java, Kotlin, Objective-C, Swift. Introduced Flutter and integrated CircleCI for CI/CD, overseeing planning to execution.
(2) Achievement: Established cross-platform development process, reducing costs and ensuring product stability through automation.

3. Cloud Architecture, CI/CD, and Software Development Process:
(1) Responsibility: Developed hybrid cloud architecture using GCP, especially include local K8S, GaKE, Docker and other services. Implemented CI/CD systems and designed internal software processes, communicating closely with executive leadership.
(2) Achievement: Enhanced IT infrastructure flexibility and scalability, improved system reliability and operational efficiency, reduced costs.

4. Data Platform and Personalized Recommendation System:
(1) Responsibility: Built AWS data platform including ETL, data warehousing, and lakes. Led development of a personalized recommendation system using AWS Personalize, custom algorithm and Generative AI, e.g. OpenAI, Genimi.
(2) Achievement: Boosted customer conversion rates by 2% through detailed customer profiles and targeted insights.

5. Research and Training on New Technologies:
(1) Responsibility: Conducted feasibility studies on new Technonogies, e.g. Generative AI and Cloud Services, and organized annual technical training programs, e.g. Docker and K8S.
(2) Achievement: Integrated new technologies, fostering a culture of continuous learning and innovation, creating new business opportunities.

八月 2020 - 二月 2021

Lecturer

Shih Hsin University

Lecturer on Computational Thinking and Programming Design

一月 2015 - 九月 2017

Staff Engineer

GOMAJI 夠麻吉

Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat.

十二月 2012 - 十二月 2014

Senior Engineer

台灣大哥大 Taiwan Mobile

1. Developed and refactor M+ App.
2. Developed and maintained the AppGuru2.0 App.
3. Developed and maintained the Taiwan Mobile Customer Service App.

一月 2011 - 十一月 2012

Lecturer

Shih Hsin University

Android application development

九月 2011 - 九月 2012

Lecturer

School of Continuing Education, Chinese Culture University.

Android Application Development
Embedded System Programming
Socket and Network Programming

八月 2008 - 三月 2010

Senior Engineer

HTC

1. Developed standalone and network multimedia applications for Android system.
2. Maintained and developed the Android Media Scanning Service.
3. Integrated Scalado technology into the HTC Android system.
4. Integrated Discretix DRM1.0 and 2.1 mechanisms into HTC Android framework.
5. Developed Android CDMA authentication services EPST, Field Trial.
6. Developed settings app for Android CDMA devices.

學歷

2005 - 2007

Shih Hsin University

Management Information Systems, General

2001 - 2005

Shih Hsin University

Management Information Systems, General

技能

   Team Lead      Management Team      Cloud Architecture      App Development      PHP Laravel Framework      Data Engineering & Data Processing      DevOps / CI / CD      AWS      GCP      Node.js      Android      iOS      Flutter      SQL      SEO      PHP      Kubernetes/Docker   

語言

   English — 進階      Chinese — 母語或雙語