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Cake Talent Search

Avatar of 蔡卓霖.
Avatar of 蔡卓霖.
前端工程師 @干城數碼有限公司
2024 ~ Present
前端工程師、資深前端工程師
Within one month
蔡卓霖 JavaScript | React 曾經是一名5年經驗的遊戲設計師, 現在是一名擁有5年開發經驗的資深前端工程師。 主要使用React,略懂Vue。 [email protected] 工作經驗 干城數碼 - Frontend Engineer 駐點@緯創醫學 | 2024/07 ~ Present 醫護系統平台 - 前端開發 ・使用 React, ECharts, Ant Design 開發與維護醫護系統
ReactJS
Redux Toolkit
Ant Design
Employed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
大仁科技大學
應用英文
Avatar of the user.
Avatar of the user.
Past
Python 後端工程師 @森淨科技股份有限公司(AMASTek)
2021 ~ 2024
Backend Engineer
Within one month
Python
Django
Docker
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
國立臺北大學
法律學系
Avatar of the user.
Avatar of the user.
Past
Back End Developer @互動資通股份有限公司
2024 ~ 2024
軟體工程師
Within one month
Golang
PHP
Linux
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
中原大學 Chung Yuan Christian University
資訊管理系
Avatar of Po-Han Chen.
Avatar of Po-Han Chen.
Frontend Engineer (Senior Software Engineer) @Cake
2022 ~ Present
Frontend Engineer
Within one month
Po-Han Chen (陳柏翰) Senior Software Engineer at Cake [email protected] I am a versatile software engineer with expertise in frontend development (React, Next.js) and backend development (NestJS), along with experience in deep learning. Experience Senior Software Engineer, Cake 1/Present Developed user dashboards, company pages, and AI-powered tools like resume health checks and cover letter generation, boosting job application conversion rates by 38%. Led Strapi CMS integration, enabling designers to create landing pages independently, resulting in 3.31M page views and 28K new user registrations, while freeing
React
Next.js
TypeScript
Employed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
National Taiwan University
Computer Science and Information Engineering
Avatar of 黃慧華.
Avatar of 黃慧華.
製程工程師 @香港商先進太平洋股份有限公司台灣分公司
2020 ~ Present
半導體工程師
Within one month
HUI-HUA HUANG Email : [email protected] Phone :Process Engineer PROFESSIONAL QUALITIES Strong communication and collaboration skills Time management and problem-solving 6 years of semiconductor experience Data analysis and reporting – Proficient in JMP, Word, Excel, and PowerPoint for statistical analysis, report generation, and presentations. SPC management and enhancement Technical expertise – Familiarity with electroplating and Chemical Vapor Deposition (CVD) process flows. WORKING EXPERIENCE Process Engineer |ASMPT Technology Limited Taiwan Branch (Dec 2020 – Present) Lead CIP project implementation: from hardware setup to production, reducing cycle time by 20% Analyze data and Enhance process capability: reducing defects by
JMP analysis
Excel
Word
Employed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
國立成功大學 National Cheng Kung University
化學
Avatar of 黃鳳翊.
Avatar of 黃鳳翊.
Past
資深軟體工程師 @伊斯酷軟體科技股份有限公司
2024 ~ 2025
前端工程師
Within one month
黃鳳翊 Jerry Huang Frontend Engineer Mandarin - Native English - Intermediate [email protected] Work Experience SepFeb 2025 Taipei, Taiwan Senior Software Engineer (AprilIsCoolLab Co., Ltd. Replaced legacy Redux and Redux-Saga with Redux Toolkit and RTK Query , introducing modern features like caching, auto-refetching, and batch operations for improved efficiency and scalability. Upgraded building and testing tools from Webpack/Jest to Vite/Vitest , resulting in a speed improvement of at least threefold . Migrated the translation platform from I18next to Tolgee , enabling non-engineering members to easily update content and
TypeScript
React
Node.js
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
國立成功大學 National Cheng Kung University
資訊工程
Avatar of Lin Zhi-Hong.
Avatar of Lin Zhi-Hong.
Past
Senior iOS Engineer @25sprout 新芽網路股份有限公司
2022 ~ 2024
iOS 程式設計師
Within one month
Lin Zhi-Hong iOS Developer [email protected] City, Taiwan Currently focused on developing iOS apps using Swift, with six years of professional experience. Expertise includes CI/CD automation, performance optimization, and architectural design. Proficient in applying MVC and MVVM architectures, leveraging Combine, and integrating third-party frameworks to address complex requirements. Experienced in the iOS app submission process, with a proven ability to improve team development efficiency. Gitlab: https://gitlab.com/forever19735 Medium: https://johnchihhonglin.medium.com/ Notion: https://www.
Swift
HTML/CSS
Firebase
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
長榮大學
企管系
Avatar of Lin Eli.
Avatar of Lin Eli.
Project Lead @STARLUX Airlines
2019 ~ Present
PM/產品經理/專案管理
Within one month
Lin Eli STARLUX Airlines Project Lead As a Software Project Lead, I collaborate with cross-functional teams across different countries to deliver projects that align with stakeholder expectations. With experience in the airline industry—particularly in cargo, ground equipment, and Salesforce—I am passionate about leveraging new technologies to drive business improvements and enhance user and customer satisfaction. I am eager to apply my expertise to other industries and tackle new challenges. Taipei, [email protected] https://www.linkedin.com/in/eli-lin-abb565279/ Work Experience AugPresent Taipei
SQL
Microsoft Office
Salesforce
Employed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
Ming Chuan University
Business Administration and Management, General
Avatar of 何孟輯.
Avatar of 何孟輯.
Past
前端組組長 / 資深經理 @AccuHit 愛酷智能科技股份有限公司
2020 ~ Present
前端工程師 Front-End Developer
Within one month
何孟輯 擅於溝通協調,喜歡與人交流,追求高效率的生產力,相信了解需求是解決事情的根本 樂於分享所學,認為成長是生活的動力,喜歡嘗試各種可能,認真面對,相信一切都是最好的結果 工作經歷 前端組組長 / 資深經理 AccuHit 愛酷智能科技股份
Javascript(ES6)
HTML/CSS
AJAX / API串接
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
實踐大學
餐飲管理
Avatar of the user.
Avatar of the user.
Past
前端組長 @輝應有限公司
2021 ~ Present
前端工程師、後端工程師、全端工程師
Within one month
JavaScript
git版本控制系統
Docker
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立高雄科技大學
資訊管理系

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Within two months
NLP工程師
Logo of TSMC 台積電.
TSMC 台積電
2022 ~ Present
Taipei, 台灣
Professional Background
Current status
Employed
Job Search Progress
Ready to interview
Professions
Back-end Engineer, Machine Learning Engineer, Python Developer
Fields of Employment
Work experience
4-6 years
Management
I've had experience in managing 5-10 people
Skills
MLOPS
Deep Learning
LLM
Python
NLP
Backend Development
Languages
Chinese
Native or Bilingual
English
Fluent
Japanese
Intermediate
Job search preferences
Positions
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Job types
Full-time
Locations
Taipei, 台灣, New Taipei City, 台灣, Fukuoka, 福岡縣日本, Singapore, Vancouver, 英屬哥倫比亞加拿大
Remote
Interested in working remotely
Freelance
No
Educations
School
國立中央大學 National Central University
Major
網路學習科技研究所
Print



Chun Shan, Wang

[email protected]

A skilled ML engineer with 5 years of experience in deploying NLP-based systems across various domains including education, e-commerce, and psychology. Proficient in service development, model lifecycle management, fine-tuning LLMs and BERT, and creating MLOps environments.
Experienced in building ML services with model fine-tuned, API development, backend development with Python/FastAPI, and frontend development with React. Adept at enhancing product quality through CI/CD, Kubernetes, and performance testing.

EXPERIENCE

Data Engineer, 2022.07 - 2024.10, TSMC

  1. Modernized Data Processing Infrastructure: Successfully refactored the data processing applications for TSMC factories, transitioning from a traditional VM system to Apache Airflow on Kubernetes (K8S). The revamped system supports over 200 concurrent jobs and manages more than 500 processes in each fab.
  2. Scalable S3 Solutions: Engineered a S3-compatible storage solution using a MinIO cluster, accommodating over 50 online and offline applications across two fabs. Integrated a CI/CD pipeline to enhance the security and stability of maintenance operations, ensuring seamless updates and minimal downtime.
  3. Generic Data API Framework: Developed a versatile data API framework designed to query and process data from multiple databases. This framework improved query performance by 12% and featured a configurable structure that reduced manual processing time by 75%.
  4. Advanced Caching Mechanisms: Implemented advanced caching systems using MongoDB and Redis, achieving a reduction in query load by over 90%. The caching solutions were monitored and maintained using the ELK stack, ensuring high availability and performance.

NLP Engineer,  2021.04 – 2022.02Ubestream.

  1. 1. Developed NLU services for Taipei Metro: creating intelligent ticket agents that support ticket purchases, local tourism guidance, and Q&A. Utilized Huggingface, PyTorch, and Keras, and achieved a 92% success rate with 100+ concurrent users in load testing.
  2. Led the development of a configurable conversational agent: for the Taichung government’s Maple Garden business district, streamlining new store setup from 1 month to 3 days. The system was tested with 150 concurrent users, achieving 90% unit test coverage.
  3. Prepared product demonstrations: for internal presentations, investor fundraising, and international exhibitions, delivering over five public demos in Taiwan and internationally.

AI Developer,  2019.07 – 2021.04Silkrode

  1. Developed an advanced intent classification system leveraging BERT, created a Tornado-based API, and optimized overall system performance. The system efficiently manages over 22 types of intents and 12 types of entities.

  2. Deployed natural language understanding (NLU) services across web, Line, and Facebook platforms via API, incorporating over 75+ rule-based preprocessing techniques.

  3. Enhanced system performance and monitoring using the ELK stack and JMeter, successfully testing with over 300 concurrent users and enhancing the architecture and ensuring API response times remain under 200 milliseconds.

OTHERS

  • LLM Research, 2023 – now, Side Project

I contributed to a project developing an advanced science debate robot for elementary schools. Using Llama 3, it provides NLP tools for summarizing discussions, retrieving references, simulating opposing viewpoints, and offering personalized suggestions. Our tech stack includes RAG, vector search with Redis, and prompt engineering, finetuned with PPO and PEFT. The project supported 90+ students across four schools, with 50+ teachers involved in testing. The robot demonstrated a 16% higher confidence in practical application than GPT-3.5.

  • Engineer Intern, Jul. 2018 – Sep. 2018, Yahoo!

Developed  Auto-labeling and ranking based on word embedding for 6M items in the Yahoo! shopping mall.

EDUCATION


National Central University, PHD of Network Learning Technology, Taiwan,  Jul. 2024 - now

National Central University, Master of Network Learning Technology, Taiwan,  Sep. 2017 – Jul. 2019

Kinki University, International exchange students of Computer Science, Japan, Sep. 2015 – Jul. 2016

National Central University, Bachelor,Department of Information Management, Taiwan,  Sep. 2013 – Jul. 2017


Resume
Profile



Chun Shan, Wang

[email protected]

A skilled ML engineer with 5 years of experience in deploying NLP-based systems across various domains including education, e-commerce, and psychology. Proficient in service development, model lifecycle management, fine-tuning LLMs and BERT, and creating MLOps environments.
Experienced in building ML services with model fine-tuned, API development, backend development with Python/FastAPI, and frontend development with React. Adept at enhancing product quality through CI/CD, Kubernetes, and performance testing.

EXPERIENCE

Data Engineer, 2022.07 - 2024.10, TSMC

  1. Modernized Data Processing Infrastructure: Successfully refactored the data processing applications for TSMC factories, transitioning from a traditional VM system to Apache Airflow on Kubernetes (K8S). The revamped system supports over 200 concurrent jobs and manages more than 500 processes in each fab.
  2. Scalable S3 Solutions: Engineered a S3-compatible storage solution using a MinIO cluster, accommodating over 50 online and offline applications across two fabs. Integrated a CI/CD pipeline to enhance the security and stability of maintenance operations, ensuring seamless updates and minimal downtime.
  3. Generic Data API Framework: Developed a versatile data API framework designed to query and process data from multiple databases. This framework improved query performance by 12% and featured a configurable structure that reduced manual processing time by 75%.
  4. Advanced Caching Mechanisms: Implemented advanced caching systems using MongoDB and Redis, achieving a reduction in query load by over 90%. The caching solutions were monitored and maintained using the ELK stack, ensuring high availability and performance.

NLP Engineer,  2021.04 – 2022.02Ubestream.

  1. 1. Developed NLU services for Taipei Metro: creating intelligent ticket agents that support ticket purchases, local tourism guidance, and Q&A. Utilized Huggingface, PyTorch, and Keras, and achieved a 92% success rate with 100+ concurrent users in load testing.
  2. Led the development of a configurable conversational agent: for the Taichung government’s Maple Garden business district, streamlining new store setup from 1 month to 3 days. The system was tested with 150 concurrent users, achieving 90% unit test coverage.
  3. Prepared product demonstrations: for internal presentations, investor fundraising, and international exhibitions, delivering over five public demos in Taiwan and internationally.

AI Developer,  2019.07 – 2021.04Silkrode

  1. Developed an advanced intent classification system leveraging BERT, created a Tornado-based API, and optimized overall system performance. The system efficiently manages over 22 types of intents and 12 types of entities.

  2. Deployed natural language understanding (NLU) services across web, Line, and Facebook platforms via API, incorporating over 75+ rule-based preprocessing techniques.

  3. Enhanced system performance and monitoring using the ELK stack and JMeter, successfully testing with over 300 concurrent users and enhancing the architecture and ensuring API response times remain under 200 milliseconds.

OTHERS

  • LLM Research, 2023 – now, Side Project

I contributed to a project developing an advanced science debate robot for elementary schools. Using Llama 3, it provides NLP tools for summarizing discussions, retrieving references, simulating opposing viewpoints, and offering personalized suggestions. Our tech stack includes RAG, vector search with Redis, and prompt engineering, finetuned with PPO and PEFT. The project supported 90+ students across four schools, with 50+ teachers involved in testing. The robot demonstrated a 16% higher confidence in practical application than GPT-3.5.

  • Engineer Intern, Jul. 2018 – Sep. 2018, Yahoo!

Developed  Auto-labeling and ranking based on word embedding for 6M items in the Yahoo! shopping mall.

EDUCATION


National Central University, PHD of Network Learning Technology, Taiwan,  Jul. 2024 - now

National Central University, Master of Network Learning Technology, Taiwan,  Sep. 2017 – Jul. 2019

Kinki University, International exchange students of Computer Science, Japan, Sep. 2015 – Jul. 2016

National Central University, Bachelor,Department of Information Management, Taiwan,  Sep. 2013 – Jul. 2017