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4-6 years
6-10 years
10-15 years
More than 15 years
National Taiwan University
R&D Section Lead @興創知能股份有限公司(ThinkTron Ltd.)2019 ~ Present
・
PM/產品經理/專案管理
Within two months
李苑華 Yuan-Hua Li Taipei City, Taiwan [email protected] Project Managem en t / ESG / GIS / System Analyst ISO27001 Lead Auditor / Sustainability and Climate Risk / Hydraulic engineer A cross-domain information consultant. Has over 4-years experience in information project management, launched multiple 0 to 1 projects that cover experience across disaster prevention, hydraulic engineering and information system. Good at understanding requirements and controling project schedules and quality. Work Experience 2019/08 - Present PM Section Lead 興創知能股份有限公司(ThinkTron
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Ph.D. of Science in Engineering, Department of Bioenvironmental Systems Engineering
Sr Test Engineer @FOXCONN2003 ~ 2005
・
Sr Project Manager
More than one year
production, including RFP/RFQ, project evaluation, integration and execution for STD/ODM/OEM project. • Manage project assignment/priority/budget (cost control, BOM cost, MOH and RD cost spend) and forecasting. Making project judgment and provide contingency and mitigation plan for project issues. • People management (recruiting/training/mentoring) and oversee projects development and implementation and mentor to project managers on driving project results and accomplishing project milestones. • Report to BU/center head on project and team status. Consultant OC Baking Company 三月五月 2017Taipei, Taiwan Provide
Employed
Full-time / Not interested in working remotely
10-15 years
National Taiwan University
・
管理碩士學分班 Past
Team leader of Production Engineer @艾司摩爾2016 ~ 2023
・
資深工程師、技術主管、專案管理工程師、產品經理
Within three months
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
National Taiwan University
・
Mechanical Engineering
QC Associate Manager @Merck Group 台灣默克集團2024 ~ Present
・
Manager
Within one month
月一月 2024 ◉ Leaded Outer cap local supplier qualification that keeps stable supply for daily production. ◉ Leaded auto bottling assessment project inPhase 1 executed in◉ Supported the process validation of OLED ink to Taiwan site. ◉ Line engineer of Liquid Crystal Jumbo line (Team: 19 people) -Process improvement -Operation management Quality Assurance Engineer • Pioneer Material Precision tech 一月十二月 2021 ◆ Reliability and Quality project management Apple magnetic watch band Air pod pro Max internal component Huawei GT1>2 watch band ◆ Support Reliability Project and Quality control plan (Apple /Huawei
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Master of Biomedical Engineering
Analyst @Business Next Media Corp.2017 ~ 2019
・
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
., Digital Analyst, Sep 2019 ~ Jan 2021 • Established data tracking and data standards for ASUS online products & social platforms in 70 countries. • Employed ML algorithms to analyze consumer behavior and data visualization. Business Next Media Corp., Analyst, Jul 2017 ~ Jul 2019 • Achieved 76.6% revenue increase and 45% increase unit prices through strategic volume monetization. Education National Taiwan University, BS, Psychology, 2013 ~ 2017 Skills Data Solutions & Architecture Cloud Services: AWS cloud services & IBM cloud service Data Solutions: Data Lakehouse, ETL, Data Platform, Database Management, BI, Data security & Data Governance. AI : Generat...
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Psychology
Offline
Offline
Software Engineer @SmartNews2019 ~ Present
・
數據分析 / 資料工程
Within one month
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
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Computer Science
Consultant @TATA Consultancy Service (TCS)2023 ~ Present
・
Senior Software Engineer
Within one month
🏆 Institute for Information Industry Outstanding Employee of 2011 / 資策會102年度資優人員表揚 🏆 R&D100 Awards 2011 / R&D100 獲獎團隊 During the early stage of III, I was the main builder of the In-Snergy Energy Management Platform. The team starts with 4 people. I built the software part of the system from scratch to a whole platform, including system architecture, database design, software design/development, API server for external services, and mobile apps. Software design from backend Java system, to frontend
Employed
Full-time / Interested in working remotely
More than 15 years
National Taiwan University
・
Atmospheric SciencesEmployed
Full-time / Interested in working remotely
More than 15 years
National Taiwan University
・
Bachelor's degree in International businessPast
AI Project Coordinator @TSMC2020 ~ Present
・
雲端工程師，雲端架構師
More than one year
Unemployed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
・
Industrial Engineering
Category Management Team Lead @Shopee2018 ~ Present
・
Project Manager
Within six months
118 people⠀ 端傳媒: One of the most well-known media crowdfunding projects in Asia, raising NT$6,099,132 from 3,245 people 十二夜 2 電影集資案 : The largest crowdfunding achieved for a movie project in Taiwan, raising NT$8,884,890 from 4,941 people Education National Taiwan University | Bachelor of Political Science |AIESEC Team Leader in Marketing Expansion Executed the first market expansion program in NTUST Attracted 230+ people to the seminar, with 25 attendees going on to join the program Be awarded with "The Best Team Leader" for 2 times Social
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Political ScienceThe Most Lightweight and Effective Recruiting Plan
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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.
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Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Fields of Employment
Work experience
4-6 years
Management
Skills
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
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
Software Engineer, SmartNews, Jul. 2019 - Nov. 2020 (~1.5y)
Senior Engineer II, Appier, Jun. 2014 - Jul. 2019 (5y)
Senior Engineer II, ~ Jul. 2019
Software Engineer, Jun. 2014 - 2018
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.
I also like writing, I own a blog and here is one of my post: My Machine Learning Engineering in Appier
Publications
Me-link: Link me to the media - fusing audio and visual cues for robust and efficient mobile media interaction
- We present a scalable mobile video recognition system, named “Me-link,” based on progressive fusion of light-weight audio visual features. -- 23rd International World Wide Web Conference (WWW 2014)
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
Software Engineer, SmartNews, Jul. 2019 - Nov. 2020 (~1.5y)
Senior Engineer II, Appier, Jun. 2014 - Jul. 2019 (5y)
Senior Engineer II, ~ Jul. 2019
Software Engineer, Jun. 2014 - 2018
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.
I also like writing, I own a blog and here is one of my post: My Machine Learning Engineering in Appier
Publications
Me-link: Link me to the media - fusing audio and visual cues for robust and efficient mobile media interaction
- We present a scalable mobile video recognition system, named “Me-link,” based on progressive fusion of light-weight audio visual features. -- 23rd International World Wide Web Conference (WWW 2014)