CakeResume Talent Search

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National Taiwan University
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Senior Product Manager @水滴股份有限公司 Credidi.inc
2021 ~ Present
Senior Product Manager
More than one year
Improvement
Analytical Thinking
Prioritization
Employed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Bachelor of Science in Electrical Engineering
Avatar of Edward Wang.
Avatar of Edward Wang.
處長 @廣穎電通股份有限公司
2022 ~ Present
Sales Director
Within six months
ARVR Worldwide Business Management • Tablet & Smart Device BG • Lenovo AprJunARVR worldwide business management , P&L planning , portfolio management and product operation 2. Conduct worldwide 4P guidance and marketing investment for launched country and drive execution 3. Business Focal to Disney for Sell in strategy and future roadmap Senior Product Operation Manager • Android & Chrome Computing BG • Lenovo OctMarRoute to Market strategy and channel development for Lenovo Tablet business 2. Go to Market 4P planning/Marketing strategy/Investment plan 3. Product Strategy/Portfolio Planning/Transition & EOL plan Vice Director • PRC Handheld Sales Group • Asus
Word
PowerPoint
Excel
Employed
Full-time / Interested in working remotely
More than 15 years
National Taiwan University
Bachelor's degree in International business
Avatar of Chien Chou Hong.
Avatar of Chien Chou Hong.
Director of Operations @Jmen Taiwan - Jiuh Men 鉅門工業
2020 ~ Present
資深產品經理 Senior Product Manager
Within one month
to showcase the company's products and services Prepared and delivered presentations to demonstrate the features and benefits of the company's products and services to international B2B customers Conducted market research and analysis to identify new opportunities and trends in the global market Coordinated with the marketing, sales, and product development teams to provide feedback and suggestions for improvement Responsible for leading various government subsidy projects, and organizing the annual education and training plan and budget planning within the company Senior Product Manager • Meet.jobs - Global Talent, Global Jobs 六月一月以下三間公
Agile Project Management
Scrum
User Experience Design
Employed
Ready to interview
Full-time / Interested in working remotely
10-15 years
National Taiwan University
Electronics Engineering
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Avatar of the user.
Media Planning Assistant Manager @DAC_台灣迪艾思股份有限公司
2023 ~ Present
Account Manager
Within one month
Word
Excel
PowerPoint
Employed
Ready to interview
Full-time / Not interested in working remotely
4-6 years
National Taiwan University
Bachelor
Avatar of the user.
Avatar of the user.
Product DEV Support Supervisor @Wiwynn
2021 ~ Present
PM/產品經理/專案管理
Within one month
Word
Excel
Microsoft Office
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University
圖書資訊學系
Avatar of Connor Hsu.
Offline
Avatar of Connor Hsu.
Offline
Software Engineer @SmartNews
2019 ~ Present
數據分析 / 資料工程
Within one month
Connor Hsu Curious about data and real world, building product to solve problem, making machine learning into product, writing is my interest. [email protected] Summary 9 years experience of large scale AI product building, and is capable of building product from scratch. Extensive problem solving experience for data science/engineering, and familiar with transferring real problem into requirements and solution planning. A well-rounded engineer in data project who bridges the gap between scientists and engineers. A pragmatic and ownership driven person, experienced with gap analysis, migration plan and release
Python
Scala
Spark
Employed
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University
Computer Science
Avatar of Yung-Hsuan (Grace) Tien.
Avatar of Yung-Hsuan (Grace) Tien.
Senior Digital Product Analyst (Digital Product Owner) @Melaleuca: The Wellness Company
2021 ~ Present
Product Manager
Within one year
Yung-Hsuan (Grace) Tien Taipei City, Taiwan Highlights ★ 7+ years’ experiences of building digital product from 0 to 1 and growing product engagement from 1 to 100. ★ 4+ years’ experiences of co-working with cross-functional international teams across 10 countries. ★ Digital product professional with multi-functional skills - Product/Project management, Scrum, UX design, Data Analytics, User research, Wireframe/Prototype, Digital Marketing, Digital Transformation, etc. ★ Own self-media with 2.4K+ followers, generating 400K+ affiliate revenue and 100+ leads per month, with deep understanding of
Scrum master certification
Product Management
Product Owner Certification
Employed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Research and Experimental Psychology
Avatar of Trantor Liu.
Avatar of Trantor Liu.
Founder & CEO @CakeResume
2016 ~ Present
Full Stack Web Developer
Within one month
Trantor Liu Founder & CEO @CakeResume Taipei, Taiwan On top of being an expert in product design, full-stack web development, and user experience (UX) design, I'm also proficient in search engine optimization (SEO) strategy planning, user interface (UI) design, etc. Open source contributions — https://github.com/trantorliu UI design portfolio — https://dribbble.com/trantorliu UX design and product promotion articles — https://medium.com/@TrantorLiu http://trantorliu.com/ Skills Programming Node.js React Ruby on Rails Design Tools Sketch Figma
React.js
Ruby on Rails
Reputation Credits1
Employed
Not open to opportunities
Full-time / Not interested in working remotely
6-10 years
National Taiwan University
Computer Science & Information Engineering
Avatar of 王紹丞.
Avatar of 王紹丞.
Senior Staff Backend Engineer / Backend Team Lead @WeMo Scooter
2019 ~ 2022
工程師
Within two months
Planning, Project Management, Cross-team Collaboration. Experiences WeMo Scooter - Senior Staff Backend Engineer / Backend Team Lead https://wemoscooter.com Participate in substantial feature developments. Foster discussions both inside and between teams to make projects success. Design and guide development process. Including feature planning document writing, code review and testing best practices. Build testing infrastructures and bring testing culture to the team. For our main repo, testing coverage boosted from 4x% to 7x%. Identify the pain points and voluntarily build tools for api endpoint request validation, automatic api document generation
JavaScript
Node.js
RESTful API
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Robotics
Avatar of Max Chu.
Avatar of Max Chu.
Sr. Business Analyst @EZTABLE
2018 ~ Present
Business Intelligence, Data Analyst, Strategy Planning
More than one year
— Max Chu Hello! Below are my main strengths and please feel free to contact me for more information. LINE:westernigher TEL:| Business Analysis | Growth Marketing | A highly self-motivated individual and data-driven problem solver. Experienced business analyst with solid skills in strategic planning and growth marketing, 3000+hrs in SQL, and proficient in decision modeling. Skills: #Decision modeling: I'm specialized in turning real-world problems like complex consumer behaviors into spreadsheet models that generate easy-understanding data-informed solutions to business problems. #Analysis Tools: SQL, Google Ads, Google Analytics, Amplitude
Excel
MySQL
PostgreSQL
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
MBA

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Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
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Within one month
Software Engineer
Logo of SmartNews.
SmartNews
2019 ~ Present
Tokyo, 日本
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Fields of Employment
Work experience
4-6 years
Management
Skills
Python
Scala
Spark
Airflow
Hive
SQL/MySQL
PrestoSQL
Docker
AWS
Machine Learning
Data Engineering
Data Analytics
Languages
Chinese
Native or Bilingual
English
Professional
Japanese
Intermediate
Job search preferences
Positions
數據分析 / 資料工程
Job types
Full-time
Locations
Japan, Taiwan
Remote
Interested in working remotely
Freelance
Educations
School
National Taiwan University
Major
Computer Science
Print

Connor Hsu

Curious about data and real world, building product to solve problem, making machine learning into product, writing is my interest.

Summary

  • 9 years experience of large scale AI product building, and is capable of building product from scratch.
  • Extensive problem solving experience for data science/engineering, and familiar with transferring real problem into requirements and solution planning.
  • A well-rounded engineer in data project who bridges the gap between scientists and engineers.
  • A pragmatic and ownership driven person, experienced with gap analysis, migration plan and release management.
  • Leader of documentation and process, mentor of junior engineers.
  • Product-driven mindset, learning new tech. and use them to build side projects continuously (chatbot, blockchain, ..., etc.)

Expertise fields:

  • ML Ops / Data Engineering: This is my strength.
  • Data Science/Modeling: Not using the cutting edge technologies in the work, but it can be swiftly brought up to speed. (it's my master degree).

Experience

Data Infra Engineer, Moneytree, Nov. 2020 - present (~3y)

Senior Software Engineer I, Nov. 2023 ~

Software Engineer II, ~ Nov. 2023

  • Built a Data Lakehouse solution on a full cloud environment (AWS).
  • Involved with 3 new data products which made initial revenue stream for a new team with only 2 engineers.
  • Lead a cross team initiative to democratize company crucial KPI as our dog food for business insight.
  • Enable unit test on Spark locally, integrated with CI pipeline.
  • Migrated CDK to version 2, improved CI workflow.
  • Evangelizing Big Data technics with talks and drive technical improvements discussion every week.
  • Software Engineer, SmartNews, Jul. 2019 - Nov. 2020 (~1.5y)

  • Data platform team: build data infrastructure/platform to serve Ads/Data Science needs.
  • Improve Hive performance to 4x by utilizing partition after 1 month.
  • Tech lead: Lead team documentation culture, manage the process, and attend as representative in cross-team meeting after 2 months, Mentor 3 new members to equip the new data team with the full speed.
  • Streaming locational service data for local coupon service for millions of users.
  • Senior Engineer II, Appier, Jun. 2014 - Jul. 2019 (5y)

    Senior Engineer II, ~ Jul. 2019

  • Data governance chair / Agile coach: Coordinating cross-team product features, burning down company level technical debts and solved them gradually with shipping new feature simultaneously.
  • AI backend: Building extensive machine learning / analytical services through various approaches with F2E, Data Scientists, Data Infrastructure team.
  • Mentor new members by not only tech. documentation but also Ads domain knowledge.
  • Software Engineer, Jun. 2014 - 2018

  • Build RTB bidding algorithm in a fast-growing, dynamic business environment.
  • Conduct experiments on real product to make daily improvements and achieve business goals.
  • Solve critical issues and conduct root cause analysis in uncontrolled, unreproducible and unbalanced data environment with strong time constraints.
  • Enable product features with petabytes level data by Spark, AWS RDS and Airflow.
  • Start

    Education

    National Taiwan University, Taiwan, Sep 2009 - Jun 2011

    M.S., Department of Computer Science and Information Engineering

    National Chiao Tung University, Taiwan, Sep 2005 - Jun 2009

    B.S., Department of Computer Science

    Skills


    Data Lake/Warehousing: Python, Spark, Scala, Airflow, Presto | Streaming: Kafka, Flink

    Machine Learning: Scikit learn, Tensorflow (side project), TensorFlow Serving

    AWS Cloud Services: EC2/ECS/ECR/Lambda, EMR (Hive), RDS, DynamoDB, ElastiCache (Redis), Athena, SNS, SQS, Glue, SageMaker, CloudFormation/CDK.

    API Services: FastAPI, Flask, Django, Swagger/Flasgger | CI/CD:  Jenkins/CircleCI/TravisCI, Ansible

    Human Languages: English: Business Level | Japanese: Conversational | Mandarin: Native

    Selected Projects


    Ad Product Technical Debt Burn Down '18Q4

    • Co-work with scientists to migrate an legacy machine learning project from python2 to python3
    • Design, burn down and implement new log patch framework to secure safe patch behavior, also enable abstraction on log patch mechanism.

    Data Governance '18Q2 ~

    Form a Data Governance committee with tech leads to consistently improve data quality and availability.
    The missions are: schema evolving, legacy deprecation and data platform migration planning.

    Automatical Refund System '17Q2 ~ '18Q2

    Saved more than 10 millions TWD dollars for our business as well as tremendous human effort, milestones include:

    • Automate process to save support team and CM team's human effort (17'Q2)
    • Eliminate major data discrepancy (17'Q3)
    • Support various timezones, formats and make debug efficient. (17'Q4)
    • Different dimension breakdown and co-work with F2E to build a new UI (18'Q1)

    Pipeline Reconstruction and Migration '17Q2 ~ '17Q3

    • Reconstruct ad-hoc pipeline and improve it by applying unit test, migrating DB, code-refactoring, and migrating to Jenkins.
    • Co-work with team members to migrate critical production pipelines to Airflow, till 2019Q1, more than 20 data pipelines are operated by Airflow.

    Improve ML Model Performance '16Q2

    • Improve high quality inventory discovery by embedding inventory as vector: precision achieve 79% from 5.3%, volume increased to 12.8x
    • Extend CPA model to different ads vertical: CPA reduced to 68%, volume increased to 2.4x

    Learning & Sharing


    • Side Projects: I build side project in my leisure time, one of them is a chatbot which is cross platform on Line, Telegram, Discord and Twitch. I always introduce new tech. like ML, CI/CD in this project as my daily life.

    Publications


    Me-link: Link me to the media - fusing audio and visual cues for robust and efficient mobile media interaction

    Resume
    Profile

    Connor Hsu

    Curious about data and real world, building product to solve problem, making machine learning into product, writing is my interest.

    Summary

    • 9 years experience of large scale AI product building, and is capable of building product from scratch.
    • Extensive problem solving experience for data science/engineering, and familiar with transferring real problem into requirements and solution planning.
    • A well-rounded engineer in data project who bridges the gap between scientists and engineers.
    • A pragmatic and ownership driven person, experienced with gap analysis, migration plan and release management.
    • Leader of documentation and process, mentor of junior engineers.
    • Product-driven mindset, learning new tech. and use them to build side projects continuously (chatbot, blockchain, ..., etc.)

    Expertise fields:

    • ML Ops / Data Engineering: This is my strength.
    • Data Science/Modeling: Not using the cutting edge technologies in the work, but it can be swiftly brought up to speed. (it's my master degree).

    Experience

    Data Infra Engineer, Moneytree, Nov. 2020 - present (~3y)

    Senior Software Engineer I, Nov. 2023 ~

    Software Engineer II, ~ Nov. 2023

  • Built a Data Lakehouse solution on a full cloud environment (AWS).
  • Involved with 3 new data products which made initial revenue stream for a new team with only 2 engineers.
  • Lead a cross team initiative to democratize company crucial KPI as our dog food for business insight.
  • Enable unit test on Spark locally, integrated with CI pipeline.
  • Migrated CDK to version 2, improved CI workflow.
  • Evangelizing Big Data technics with talks and drive technical improvements discussion every week.
  • Software Engineer, SmartNews, Jul. 2019 - Nov. 2020 (~1.5y)

  • Data platform team: build data infrastructure/platform to serve Ads/Data Science needs.
  • Improve Hive performance to 4x by utilizing partition after 1 month.
  • Tech lead: Lead team documentation culture, manage the process, and attend as representative in cross-team meeting after 2 months, Mentor 3 new members to equip the new data team with the full speed.
  • Streaming locational service data for local coupon service for millions of users.
  • Senior Engineer II, Appier, Jun. 2014 - Jul. 2019 (5y)

    Senior Engineer II, ~ Jul. 2019

  • Data governance chair / Agile coach: Coordinating cross-team product features, burning down company level technical debts and solved them gradually with shipping new feature simultaneously.
  • AI backend: Building extensive machine learning / analytical services through various approaches with F2E, Data Scientists, Data Infrastructure team.
  • Mentor new members by not only tech. documentation but also Ads domain knowledge.
  • Software Engineer, Jun. 2014 - 2018

  • Build RTB bidding algorithm in a fast-growing, dynamic business environment.
  • Conduct experiments on real product to make daily improvements and achieve business goals.
  • Solve critical issues and conduct root cause analysis in uncontrolled, unreproducible and unbalanced data environment with strong time constraints.
  • Enable product features with petabytes level data by Spark, AWS RDS and Airflow.
  • Start

    Education

    National Taiwan University, Taiwan, Sep 2009 - Jun 2011

    M.S., Department of Computer Science and Information Engineering

    National Chiao Tung University, Taiwan, Sep 2005 - Jun 2009

    B.S., Department of Computer Science

    Skills


    Data Lake/Warehousing: Python, Spark, Scala, Airflow, Presto | Streaming: Kafka, Flink

    Machine Learning: Scikit learn, Tensorflow (side project), TensorFlow Serving

    AWS Cloud Services: EC2/ECS/ECR/Lambda, EMR (Hive), RDS, DynamoDB, ElastiCache (Redis), Athena, SNS, SQS, Glue, SageMaker, CloudFormation/CDK.

    API Services: FastAPI, Flask, Django, Swagger/Flasgger | CI/CD:  Jenkins/CircleCI/TravisCI, Ansible

    Human Languages: English: Business Level | Japanese: Conversational | Mandarin: Native

    Selected Projects


    Ad Product Technical Debt Burn Down '18Q4

    • Co-work with scientists to migrate an legacy machine learning project from python2 to python3
    • Design, burn down and implement new log patch framework to secure safe patch behavior, also enable abstraction on log patch mechanism.

    Data Governance '18Q2 ~

    Form a Data Governance committee with tech leads to consistently improve data quality and availability.
    The missions are: schema evolving, legacy deprecation and data platform migration planning.

    Automatical Refund System '17Q2 ~ '18Q2

    Saved more than 10 millions TWD dollars for our business as well as tremendous human effort, milestones include:

    • Automate process to save support team and CM team's human effort (17'Q2)
    • Eliminate major data discrepancy (17'Q3)
    • Support various timezones, formats and make debug efficient. (17'Q4)
    • Different dimension breakdown and co-work with F2E to build a new UI (18'Q1)

    Pipeline Reconstruction and Migration '17Q2 ~ '17Q3

    • Reconstruct ad-hoc pipeline and improve it by applying unit test, migrating DB, code-refactoring, and migrating to Jenkins.
    • Co-work with team members to migrate critical production pipelines to Airflow, till 2019Q1, more than 20 data pipelines are operated by Airflow.

    Improve ML Model Performance '16Q2

    • Improve high quality inventory discovery by embedding inventory as vector: precision achieve 79% from 5.3%, volume increased to 12.8x
    • Extend CPA model to different ads vertical: CPA reduced to 68%, volume increased to 2.4x

    Learning & Sharing


    • Side Projects: I build side project in my leisure time, one of them is a chatbot which is cross platform on Line, Telegram, Discord and Twitch. I always introduce new tech. like ML, CI/CD in this project as my daily life.

    Publications


    Me-link: Link me to the media - fusing audio and visual cues for robust and efficient mobile media interaction