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On
4-6 years
6-10 years
10-15 years
More than 15 years
National Taiwan University
Founder & CEO @CakeResume2016 ~ 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
Reputation Credits1
Employed
・
Not open to opportunities
Full-time / Not interested in working remotely
6-10 years
National Taiwan University
・
Computer Science & Information Engineering
Web Developer @PicCollage2019 ~ Present
・
Front End Developer
Within one month
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Material Science
Offline
Offline
CTO @KryptoGO Co., Ltd.2021 ~ Present
・
AI Software Engineer,Deep learning Engineer
Within one year
travel retail company in Taiwan (billions of revenue in NTD). Project lead & Full-stack development (including ETL and web service) for new features. The system shortens the bonus calculation time from two weeks (2 people) to 2-3 days (1 person). Track Access System for Aurizon (largest rail freight company in Australia) and Queensland Rail. Project lead & Full-stack development for new features. The system enables railroad field workers to safely apply for/suspend/release/transfer access to tracks for maintenance, involving complex business process and many sub-systems with high security
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan University
・
Computer Science and Information EngineeringChief Engineer @BoniO Inc.2016 ~ Present
・
Ruby on Rails 後端工程師
More than one year
Employed
Full-time / Interested in working remotely
6-10 years
National Taiwan University
・
Electrical Engineering
Co-Founder & CEO @portto 門戶科技 | Blocto2019 ~ Present
・
Project Lead / Tech Lead / Team Lead / Technical Manager
Within two months
李玄 Experienced Senior Full-Stack Engineer with a demonstrated history of working in the internet industry. Skilled in Blockchain consensus, ReactJS, NodeJS, and ReactNative. Strong engineering professional with a Master of Science in Engineering focused in Electrical Engineering from National Taiwan University. CEO 城市，TW [email protected] 工作經歷 portto, Co-Founder & CEO, Jul 2019 ~ 現在 At portto, we aim to make blockchain technology simple and accessible for everyone. DEXON Foundation, VP of Engineering, Mar 2018 ~ May 2019 DEXON is a native blocklattice technology designed to become the
Employed
・
Not open to opportunities
Full-time / Not interested in working remotely
10-15 years
National Taiwan University
・
Electrical Engineering
Category Management Team Lead @Shopee2018 ~ Present
・
Project Manager
Within six months
projects from scratch, generating revenues over 57 million NTD from 48,000+ people⠀ Led a project team of 4 members, executing problem analysis, planning marketing strategies, conducting user research, copywriting, digital advertising, and monitoring performance after delivery Key Projects 日星鑄字行 : Most backed projects in 2017, raising NT$9,226,784 from 6,118 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
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Political ScienceEmployed
Full-time / Interested in working remotely
6-10 years
National Taiwan university
・
Physics
Past
Merchant Success Associate Manager-Merchant Growth @SHOPLINE2020 ~ 2020
・
Customer Success / Marketing Specialist / Account Executive / Operation / Community
More than one year
Account Manager / Mar 2020 – Aug 2020 Developed an e-commerce consulting tool-kit in the account management department, which is still applied today. Aided account managers in doing crisis management and communication in certain circumstances. Led a team of 3 account managers to help 92 Key Accounts raising their GMV and achieve over 25% of YOY growth even in declining industries. Led the Growth Hack Project and successfully helped 9 SMB clients exceeding over 10% of GMV growth in just 6 weeks without any incentives for clients. Assisted clients to enhance their GMV through webpage
Unemployed
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.
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.
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Other
Fields of Employment
Software
Work experience
6-10 years
Management
I've had experience in managing 10-15 people
Skills
Languages
Chinese
・
Native or Bilingual
English
・
Professional
Japanese
・
Beginner
Job search preferences
Positions
AI Software Engineer,Deep learning Engineer
Job types
Full-time
Locations
Taipei, 台灣
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
National Taiwan University
Major
Computer Science and Information Engineering
Harry (Po-Jui) Chen
An Olympiad medalist having fast learning ability and great passion for solving complex problems and learning new things, with 4+ years of experience in a software start-up as full-stack engineer, data scientist and project manager.
Full-stack Engineer, Data Scientist, Project Manager
Taipei, Taiwan
[email protected]
Education
National Taiwan University, B.S., CSIE (Computer Science and Information Engineering), Sep 2015 - Jun 2019
- Doing research and industrial projects in Shou-de Lin's MSLab for 2 years.
- Research area: Attention model in NLP & Few shot object detection in Computer Vision.
- AI Projects
- ICU admission prediction based on patient's vital sign time series data
- Rank 2 in the final project of SDML (Special Direction on Machine Learning) course
- Rock formation classification and rock features (e.g. permeability) predictions for Formosa Petrochemical Corp.
Work Experience
Skysource Technologies, Taiwan, Oct 2015 - Jan 2020 & May 2020 - Present
Full-stack Engineer, Data Scientist, Project Manager, Business Development
- Bonus System for a top travel retail company in Taiwan (billions of revenue in NTD).
- Project lead & Full-stack development (including ETL and web service) for new features.
- The system shortens the bonus calculation time from two weeks (2 people) to 2-3 days (1 person).
- Track Access System for Aurizon (largest rail freight company in Australia) and Queensland Rail.
- Project lead & Full-stack development for new features.
- The system enables railroad field workers to safely apply for/suspend/release/transfer access to tracks for maintenance, involving complex business process and many sub-systems with high security requirement.
- Illegal food ads detection AI for a law firm in Taiwan.
- Project lead and machine learning/deep learning model development/deployment.
- The system can help food companies know which words/sentences are illegal or suspicious in their ads (e.g. involves medical efficacy), to avoid being fined after the ads is published.
- Realtime CCTV raining detection AI for weather prediction company in Taiwan.
- Project lead and Deep learning model development/deployment.
- The system can notify landfill operators once it's raining near the landfill for them to do necessary process in time.
- IC crack detection AI for a large semiconductor equipment manufacturer in Taiwan.
- Deep learning model development
- Use deep learning model to detect IC crack in the AOI process
- Cross-platform sleep health management app for a healthcare startup in Taiwan
- Project lead & Full-stack development, including cross-platform (Android & iOS) app development, bluetooth integration, CI/CD
- The app can help users understands their sleep qualities precisely and provide customized advises
- AOI software for probe card for a large semiconductor equipment manufacturer in Taiwan.
- Development of algorithm and PoC software
- The PoC software can measure several metrics and detect issues precisely and effectively on probe cards with chromatic confocal sensor
- Business Development
- Engage with companies from various industries to help them plan and introduce AI into their business
Hard Skills
Languages
- C/C++: 5+ years
- C# (.NET): 3+ years
- Python: 5+ years
- Javascript, HTML, CSS: 3+ years
- Swift: <1 year
- Dart: <1 year
Front-end
- React.js, Next.js
- React Native
- Flutter (Android+iOS)
Back-end
- Node.js, Express
- GraphQL, Hasura
- MSSQL, MySQL, PostgreSQL
- SSIS, SSRS
- Firebase
Machine Learning
- Pytorch, Tensorflow
- Scikit-learn
- SVM, XGBoost, Clustering
- Various NLP and CV deep learning models
- Hyperparameter tuning
- Deep learning model quantization
CI/CD
- Jest
- Selenium
- Docker
- Gitlab CI
- Codemagic CI
- Heroku
Others
- Algorithm
- TOEIC 970
Competitions
2019 TMU X MIT (Sana) Hackathon, Third Place
Use Reinforcement Learning to adjust ventilator setting to increase ARDS patients' survival rate
2018 TMU X MIT (Sana) Hackathon, Sixth Place
Predict whether a patient in ICU will have delirium based on vital sign, lab measurement and medication
2015 International Olympiad in Informatics (IOI), Gold Medal
Rank 21/322
2015 Asian Pacific Mathematical Olympiad (APMO), Silver Medal
Rank 48/299
2014 National Problem Solving Contest on Internet (NPSC), Second Place
2014 International Mathematical Olympiad (IMO), Bronze Medal
Rank 163/560
Soft Skills
Communication
- I can provide constructive feedback when I think anything can be improved.
- I'm humble, patient and friendly to people.
Adaptability
- I'm curious about any new things and open-minded.
- I'm self-motivated on working and learning.
Problem Solving
- I'm skilled at critical thinking and logical reasoning.
- I can analyze and solve a problem from multiple perspectives.
Harry (Po-Jui) Chen
An Olympiad medalist having fast learning ability and great passion for solving complex problems and learning new things, with 4+ years of experience in a software start-up as full-stack engineer, data scientist and project manager.
Full-stack Engineer, Data Scientist, Project Manager
Taipei, Taiwan
[email protected]
Education
National Taiwan University, B.S., CSIE (Computer Science and Information Engineering), Sep 2015 - Jun 2019
- Doing research and industrial projects in Shou-de Lin's MSLab for 2 years.
- Research area: Attention model in NLP & Few shot object detection in Computer Vision.
- AI Projects
- ICU admission prediction based on patient's vital sign time series data
- Rank 2 in the final project of SDML (Special Direction on Machine Learning) course
- Rock formation classification and rock features (e.g. permeability) predictions for Formosa Petrochemical Corp.
Work Experience
Skysource Technologies, Taiwan, Oct 2015 - Jan 2020 & May 2020 - Present
Full-stack Engineer, Data Scientist, Project Manager, Business Development
- Bonus System for a top travel retail company in Taiwan (billions of revenue in NTD).
- Project lead & Full-stack development (including ETL and web service) for new features.
- The system shortens the bonus calculation time from two weeks (2 people) to 2-3 days (1 person).
- Track Access System for Aurizon (largest rail freight company in Australia) and Queensland Rail.
- Project lead & Full-stack development for new features.
- The system enables railroad field workers to safely apply for/suspend/release/transfer access to tracks for maintenance, involving complex business process and many sub-systems with high security requirement.
- Illegal food ads detection AI for a law firm in Taiwan.
- Project lead and machine learning/deep learning model development/deployment.
- The system can help food companies know which words/sentences are illegal or suspicious in their ads (e.g. involves medical efficacy), to avoid being fined after the ads is published.
- Realtime CCTV raining detection AI for weather prediction company in Taiwan.
- Project lead and Deep learning model development/deployment.
- The system can notify landfill operators once it's raining near the landfill for them to do necessary process in time.
- IC crack detection AI for a large semiconductor equipment manufacturer in Taiwan.
- Deep learning model development
- Use deep learning model to detect IC crack in the AOI process
- Cross-platform sleep health management app for a healthcare startup in Taiwan
- Project lead & Full-stack development, including cross-platform (Android & iOS) app development, bluetooth integration, CI/CD
- The app can help users understands their sleep qualities precisely and provide customized advises
- AOI software for probe card for a large semiconductor equipment manufacturer in Taiwan.
- Development of algorithm and PoC software
- The PoC software can measure several metrics and detect issues precisely and effectively on probe cards with chromatic confocal sensor
- Business Development
- Engage with companies from various industries to help them plan and introduce AI into their business
Hard Skills
Languages
- C/C++: 5+ years
- C# (.NET): 3+ years
- Python: 5+ years
- Javascript, HTML, CSS: 3+ years
- Swift: <1 year
- Dart: <1 year
Front-end
- React.js, Next.js
- React Native
- Flutter (Android+iOS)
Back-end
- Node.js, Express
- GraphQL, Hasura
- MSSQL, MySQL, PostgreSQL
- SSIS, SSRS
- Firebase
Machine Learning
- Pytorch, Tensorflow
- Scikit-learn
- SVM, XGBoost, Clustering
- Various NLP and CV deep learning models
- Hyperparameter tuning
- Deep learning model quantization
CI/CD
- Jest
- Selenium
- Docker
- Gitlab CI
- Codemagic CI
- Heroku
Others
- Algorithm
- TOEIC 970
Competitions
2019 TMU X MIT (Sana) Hackathon, Third Place
Use Reinforcement Learning to adjust ventilator setting to increase ARDS patients' survival rate
2018 TMU X MIT (Sana) Hackathon, Sixth Place
Predict whether a patient in ICU will have delirium based on vital sign, lab measurement and medication
2015 International Olympiad in Informatics (IOI), Gold Medal
Rank 21/322
2015 Asian Pacific Mathematical Olympiad (APMO), Silver Medal
Rank 48/299
2014 National Problem Solving Contest on Internet (NPSC), Second Place
2014 International Mathematical Olympiad (IMO), Bronze Medal
Rank 163/560
Soft Skills
Communication
- I can provide constructive feedback when I think anything can be improved.
- I'm humble, patient and friendly to people.
Adaptability
- I'm curious about any new things and open-minded.
- I'm self-motivated on working and learning.
Problem Solving
- I'm skilled at critical thinking and logical reasoning.
- I can analyze and solve a problem from multiple perspectives.