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National Taiwan University
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Senior Front-End Engineer @TonFura
2023 ~ Present
Front-End engineer / Full-stack engineer
Within one month
JavaScript
HTML5
CSS3
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Computer Science and Information Engineering
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
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司的經歷均為 Web-based SAAS
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
Avatar of Alan Chen.
Avatar of Alan Chen.
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
team in the Netherland for system integration verification and learning. Lead 1st YS500 machine built up in factory as the integrator, and output to customer in time. HVM - Lead 11 production engineer and 1 project leader for prodution time reduction KPI as 9% above target 5% as sustaining improvement project per year. Leading production engineer | ASML AugustDecember 2021 PE integrator - Influence PE and SQE without power and ask supplier to execute SPC check for quality to reduce material down time to 50 %. Cross competency PE - Urgent customer on-site support to solve 2 cross competency issues
Microsoft Office
SolidWorks
Matlab/Simulink
Unemployed
Ready to interview
Full-time / Interested in working remotely
10-15 years
National Taiwan University
Mechanical Engineering
Avatar of 森 楊.
Avatar of 森 楊.
QC Associate Manager @Merck Group 台灣默克集團
2024 ~ Present
Manager
Within one month
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&GT2 watch band ◆ Support Reliability Project and Quality control plan (Apple /Huawei/OPPO
Reliability
Analysis
Process Improvement
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University
Master of Biomedical Engineering
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
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, JulNov~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
Python
Scala
Spark
Employed
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University
Computer Science
Avatar of NengChien Wang.
Avatar of NengChien Wang.
Past
Senior Software Engineer @DOINT
2021 ~ 2023
Software engineer, Image Processing engineer, Algorithm engineer
Within three months
Distancing Estimation (Lidar) Object Tracking Object Detection Automatic License Plate Recognition Optical Character Recognition (OCR) Multi-Camera Object Tracking (Image Stitching) Voice Keywords Detection Face Recognition Blur Detection People Counting Over the Wall Detection Automated Optical Inspection(AOI) Interactive Segmentation(for ROI) Web crawler Work Experience Senior Engineer(VicoreLogic) DecNow 1. Enhance the Image Signal Processor (ISP) algorithm, especially in 2D/3D noise reduction. Leverage cutting-edge techniques from both deep learning and image processing for a comprehensive improvement. 2. Tuning of parameters to achieve optimal image quality. Principle Engineer(Fi...
Python
Machine Learning
C++
Unemployed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Communication Engineering
Avatar of the user.
Avatar of the user.
Product Line Manager @Ubiquiti Inc.
2021 ~ Present
Product Manager/ Program Manager
Within six months
Digital Transformation
Fleet Management
Operations
Employed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Master of Photonics and Optoelectronics
Avatar of shih-heng sun.
Avatar of shih-heng sun.
Past
Process Integration Engineer @TSMC Fab12B
2019 ~ 2021
Yield Improvement Engineer
More than one year
Shih Heng Sun Semiconductor Process Integration Engineer with 5+ years of experience. TSMC PIE specializing in advanced technology semiconductor products (3nm~10nm). Well-versed in yield improvement of semiconductor manufacturing process, Logic IC yield analysis, and collaborating with production line to solve problems. Making a huge leap for TSMC advanced IC fabrication in process integration and yield improvement. Enthusiastic about semiconductor product development and design which can change people's lives. Work Experiences Yield Improvement Engineer • TSMC Fab12B AugustDecember 2020 Expert in most advanced Logic IC process (5nm~10nm) and familiar with advanced measuring
Communicating
Measuring Instruments
Semiconductor Process
Unemployed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
M.S. Photonics and Optoelectronics
Avatar of the user.
Avatar of the user.
Solution Architect, Technical Solution Engineer @Appier 沛星互動科技
2020 ~ Present
Technical support engineer
More than one year
Efficient
Real Time Bidding
DoubleClick for Publishers (DFP)
Employed
Full-time / Interested in working remotely
10-15 years
National Taiwan University
Master's degree Institution of Networking and Multimedia
Avatar of 詹婉瑜.
Avatar of 詹婉瑜.
Media Manager @Publicis Groupe
2020 ~ Present
More than one year
business unit, leadership of two team members from Malaysia and Taiwan 2. Shaping and executing the digital marketing strategy across all the relevant social networks and delivering highly creative social media and content marketing campaigns 3. Data analysis and optimisation that drive significant performance, CPA efficiencies, and revenue improvement Key Performance - Drive significant improvement of mobile application installs by planning and implementing campaigns. Succeeded in driving 550,000 installs of new product in the very first 3 months Media Planner • Publicis Media Group 四月三月 2016 Clients : LVMH, NESTLE - Media service for global brands including
Google Analytics
facebook blueprint certification
Google Ads
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Information System Training Program Program: HTML5, CSS3, jQuery, Bootstrap

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Technical Skills
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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.
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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