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Backend Engineering Manager @Appier 沛星互動科技
2022 ~ Present
軟體工程師
Within six months
Python
Backend Development
Frontend Development
Employed
Not open to opportunities
Full-time
4-6 years
National Central University
Department of Optics and Photonics
Avatar of Alston.
Avatar of Alston.
技術長 @宏麗股份有限公司
2017 ~ Present
軟體工程師
Within one year
. Work closely with product managers and the test team. Cooperate with Indian and China engineer teams. Reason for leaving: Re-locate to Taiwan. Full Stack Engineer @ Laiye Shanghai, Jul 2021~ Jul 2022 Stack : Typescript, Vue, Nodejs, Rust Description : Exploring how to use AI technologies, especially NLP and document recognition, to serve business customer needs. Building various to-B demo projects to test the market. Build a desktop app that automatically add subtitles in different languages for videos. CTO/Full Stack Engineer @ Beautimode LLC, Jul 2017 ~ Jun 2021 Stack : Swift, JavaScript
IOS
Node.js
AWS
Full-time / Interested in working remotely
6-10 years
國立中央大學
電機工程學系
Avatar of kaiser.
Avatar of kaiser.
架構師 @CTBC
資料科學家 數據分析 機器學習 深度學習 ChatBot
Within six months
語言研究 使用Keras/tensorflow 6. 客戶分群分類應用於股票推薦 7. 日盛Online app android版本開發 8. 日盛Smart app android版本開發 9.使用NLP自然語言訓練模型判斷語意並且建置對話機器人導入開戶系統 10.使用NLP自然語言訓練模型判斷語意並且建置理
專案管理
sql
Communication
Employed
Taiwan
Full-time / Interested in working remotely
6-10 years
國立陽明大學
生物醫學資訊
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Founder @MorphusAI
2023 ~ Present
Nope
Within one month
Solidity
blockchain development
Docker
Employed
Not open to opportunities
Full-time / Not interested in working remotely
4-6 years
Avatar of 翁崇恒.
大數據資料工程師、演算法工程師
Within six months
不同種類的機器學習種類。 深度學習與應用場域的知識: 物件偵測、物件分割、電腦視覺(DETR, YOLO)、輕量化自動控制(時間序列)、基礎NLP知識,自主研究以LLM為foundation model的研究如RT-2, CLIP等。 資料科學相關的程式與工具能力: Python, C++, Tensorflow, PyTorch, Docker(應用在Linux multi-GPU server), Numpy, OpenCV
Python
machine learning
Data Analysis
Full-time / Interested in working remotely
4-6 years
國立中央大學 National Central University
人工智慧
Avatar of 廖柏舜.
Avatar of 廖柏舜.
資深前端工程師 @奇卓科技
2019 ~ 2021
Fronend Developer
Within six months
廖柏舜 Benson 擁有超過七年的網頁應用程式開發經驗,提供組織架構完整與性能優化的應用程式的同時也會考慮UI/UX 熟悉前後端串接流程如Restiful API 具有一定程度的資料視覺化、自然語言處理與機器學習等領域知識 持續學習如何寫出乾淨的
HTML/CSS
JavaScript
React
Employed
Taiwan
Full-time / Interested in working remotely
4-6 years
國立雲林科技大學
資訊管理
Avatar of 羅宇昇.
資料工程師
Within one month
特殊Decoding方式預測血鉀數值。 以Attention機制設計12 ECG Lead模型。 模型低血鉀辨別度能力於臨床醫師10%。 病歷文章自動分類 深度學習, 自然語言處理, 文本分類 Word2Vec, Text-CNN 此系統供三軍總醫院疾病分類師使用。 設計文字輸入/多類別編碼網絡架構,修改損失函
C++
C
Python
Full-time / Interested in working remotely
4-6 years
國防醫學院,National defense medical center
人工智慧
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CTO @KryptoGO Co., Ltd.
2021 ~ Present
AI Software Engineer,Deep learning Engineer
Within one month
Algorithm
ASP.NET
Machine Learning
Employed
Not open to opportunities
Taiwan
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Computer Science and Information Engineering

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Within six months
Cofounder & CTO
Logo of KryptoGO Co., Ltd..
KryptoGO Co., Ltd.
2021 ~ Present
Taipei, 台灣
台灣
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
Algorithm
ASP.NET
Machine Learning
Deep Learning
React Native
Flutter
Node.js
GraphQL
Python
Golang
MySQL
Blockchain
Ethereum & Solidty
JavaScript
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
Print
Qkeee9pdqzzsjmgiytag

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.

Resume
Profile
Qkeee9pdqzzsjmgiytag

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.