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Cake Talent Search

Avatar of TaiRong.
Avatar of TaiRong.
Past
資深軟體研發工程師 @緯創資通股份有限公司
2019 ~ 2023
軟體工程師
Within one month
speed by 20%. - Designed a high-performance data warehouse on AWS, improving cross-team data accessibility and reducing query times by 35%. EDUCATION National Taipei University of Technology • Master’s Degree in Electronic Engineering MaySep 2019 | Taipei, Taiwan • Specialized in developing deep learning models for Natural Language Processing (NLP). • Developed classification systems for speech/audio using deep learning techniques. • Conducted research on image classification and recognition through deep learning methodologies. CERTIFICATIONS • Google IT Automation with Python, Coursera - FebPATENT • ABNORMAL SOUND DETECTION METHOD AND APPARATUS (USA1) - FebSKILLS Programming & Frameworks : Python, TensorFlow, Keras, PyTorch, scikit-learn
+python
tensorflow
keras
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
台北科技大學
機器學習, 訊號處理
Avatar of BO-GUAN JHOU.
Avatar of BO-GUAN JHOU.
Past
Backend Software Engineer @格拉墨科技有限公司
2022 ~ 2024
Software Engineer
Within one month
BO-GUAN JHOU Phone :| Email : [email protected] | LinkedIn : boguanjhou | GitHub: NeoJay0705 EDUCATION National Taiwan Normal University M.S. in Computer Science & Information Engineering SeptJuneNational Chin Yi University of Technology B.S. in Electronic Engineering SeptJuneSKILLS Programming : Java, Go, Python, C++ Web Development : Spring Framework, PostgreSQL, MySQL, Redis, MongoDB, Elasticsearch, RabbitMQ, Kafka, XXL Job, Microservices, Non-blocking IO (Netty), gRPC, Dubbo RPC, ELK Stack, Vue.js DevOps: Docker, Kubernetes, GCP, GitHub, GitLab, Shell Scripting Others: Git, Design Patterns, Clean Architecture, Machine Learning, Tensorflow, NLP WORK EXPERIENCE Gram Backend Software Engineer OctOct
Java
SQL
Spring Boot
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
國立臺灣師範大學 National Taiwan Normal University
Computer Science & Information Engineering
Avatar of the user.
Avatar of the user.
襄理(內勤) @國泰人壽保險股份有限公司
2021 ~ Present
Data Engineer 數據工程師 / Data Analyst 數據分析師 / Infra Engineer 架構工程師 / Consultant 顧問 / DBA 資料庫管理員
Within one month
Project Management
Project Planning
Proposal Writing
Employed
Ready to interview
Taiwan
Full-time / Interested in working remotely
6-10 years
ESC Rennes School of Business
Digital Marketing and Communication
Avatar of Thomas Richardson.
Avatar of Thomas Richardson.
Past
Senior Specialist @CNA Insurance Company
2022 ~ Present
Software Engineer / Backend Engineer
Within one month
Thomas Richardson Woodstock, IL, United [email protected] https://www.linkedin.com/in/thomas-r-a3b944296/ As a Senior Full Stack Developer, I specialize in crafting innovative solutions that span web, mobile, and blockchain platforms, leveraging a comprehensive blend of front-end, back-end, AI, NLP, and decentralized technologies. With expertise in modern front-end frameworks such as React, Angular, and Vue.js, I create dynamic and responsive user interfaces that enhance user engagement and accessibility. My proficiency extends to mobile application development using React Native, ensuring consistent
Development
Visual Studio Code
Three.js
Unemployed
Ready to interview
United States・Vietnam・Taiwan・Hong Kong・Japan・Thailand・China・Mexico・Russia
Full-time / Remote Only
10-15 years
University of Arkansas
Computer Science
Avatar of the user.
Avatar of the user.
Deputy Product Director @Synergies Intelligent Systems, Inc.
2023 ~ 2024
Technical Product Manager
Within one month
Python
MLOps
ML
Employed
Ready to interview
Taiwan
Full-time / Interested in working remotely
6-10 years
National Taiwan University of Arts (國立臺灣藝術大學)
多媒體動畫
Avatar of the user.
Avatar of the user.
Past
資料科學家 @精藤股份有限公司
2022 ~ 2024
Within one month
Python
Scikit-Learn
Tableau
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
6-10 years
台北市職能發展學院
商業企劃與虛擬實境應用
Avatar of 王景石.
Avatar of 王景石.
Past
學生 @緯育商務AI應用開發工程師養成班
2024 ~ 2024
AI Engineer
Within one month
js) 實作項目:動物分類、房價預測、鐵達尼號生存預測、汽車價格預測、年薪分類預測、保險支出預測、企鵝分群、即時匯率視覺化 自然語言處理 Azure (Language Service、Speech Service、Translation Service)、Line Bot、Language Model - 對話式語意分析 實作項目:文字情緒辨識機器人、雙向翻譯機器人、多國語言翻譯
Python
python flask
Flutter App Developement
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
More than 15 years
龍華科技大學
自動化控制
Avatar of Po-Han Chen.
Avatar of Po-Han Chen.
Frontend Engineer (Senior Software Engineer) @Cake
2022 ~ Present
Frontend Engineer
Within one month
and improving development efficiency. Optimized website performance with server-side rendering, caching, and resolving critical issues like Algolia-related server-side crash. Mentored team members on React best practices, fostering a collaborative and skilled team environment. Research Assistant, Academia Sinica 11//2020 Conducted research in NLP and machine learning, focusing on models like BERT and multi-task learning. Authored a publication: "Detecting Deceptive Language in Crime Interrogation," presented via a recorded session at an NLP conference. Developed a Memory Networks-based application for detecting deceptive language in collaboration with an international research team
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 Wang Chunshan.
Avatar of Wang Chunshan.
Data Engineer @TSMC 台積電
2022 ~ Present
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Within one month
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,, TSMC Modernized Data Processing Infrastructure: Successfully refactored the data
MLOPS
Deep Learning
LLM
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立中央大學 National Central University
網路學習科技研究所
Avatar of 劉琮蒍.
Avatar of 劉琮蒍.
第三期畢業生 @台灣人工智慧學校
2018 ~ 2019
AI人工智慧相關職缺
Within one month
Tsungwei, Liu AI RESEARCHER/AI DEVELOPER Email: [email protected] | Phone:Taipei City, Taiwan Professional Summary AI Team Lead and Researcher with 6+ years experience in developing AI solutions and products. Expertise in LLMs, NLP, and machine learning. Proven ability to lead cross-cultural teams and drive innovation in AI applications across industries. Skill Sets - AI/ML: LLM fine-tuning, RAG, PyTorch, Scikit-learn, Hugging Face, Gensim, LoRA, PEFT, LangChain, llama.cpp, BERT, Transformer models - NLP: Spacy, Word2Vec, Named Entity Recognition, Sentiment Analysis, Prompt Engineering - Data Processing & Databases: Elasticsearch, Neo4j, SQL
machine learning
Deep Learning
Computer Vision
Employed
Ready to interview
Taiwan
Full-time / Interested in working remotely
6-10 years
私立真理大學(台灣)
資訊管理

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Within six months
全端工程師
Logo of 中冠資訊股份有限公司.
中冠資訊股份有限公司
2021 ~ Present
台灣高雄
台灣
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Front-end Engineer, Back-end Engineer
Fields of Employment
Internet of Things (IoT)
Work experience
6-10 years
Management
None
Skills
Vue.js
Node.js / Express.js
k8s
Angular
Spring Boot
TypeScript
Languages
Chinese
Native or Bilingual
English
Beginner
Job search preferences
Positions
網站後端工程師
Job types
Full-time
Locations
台灣高雄
Remote
Interested in working remotely
Freelance
Educations
School
清華大學 National Tsing Hua University
Major
核子工程 nuclear engineering
Print

喬康豪

full-stack-engineer

前端技能 :  vue.js, angular, sass, restful api, websocket

後端技能 :  node.js, spring boot, , rabbitmq, websocket, k8s

Profile 04 00@2x

Skliis


Font-End

Vue.js

angular

Sass

websocket

RWD



Back-End 

spring boot

rabbitmq

websocket

Restful Api

nodejs

laravel

Deep-Learning 

Object Detection 
Object Tracking 
YOLO 
pytorch




開發工具及環境

git
docker
k8s
ubuntu


Program Language

python 
nodejs
typescript
java
php






工作經歷


中冠資訊, 全端工程師, October 2021 ~ 現在


說明: 根據中鋼廠區需求進行專案

工作內容: 根據使用者需求進行前端畫面製作,表單設計及後端程式開發,將資料呈現給產線人員

其中較複雜的案子架構如下:

  排程轉檔微服務 ==> db                     mq server <== 資料拋送微服務

                        ↑↓                 ↗

                  web service    ↗

                       ↑↓            監聽mq =>警報發送

                       ↑↓

                  操作頁面


排程轉檔: 約3隻微服物定時將產線資料整理做格式轉換,來源為ftp的檔案

mq資料拋送: 某些資料採用mq進行拋送,web service收到資料將觸發警報發送

web service: 處理資料庫資料及與前端的交互


卡訊電子, 前端工程師, March 2020 ~ October 2021

專案1: AI臉部追蹤
架設臉部追蹤模型於嵌入式系統,回傳人臉座標於伺服器,伺服器利用onvif協定操控設備上的攝影機進行人臉追蹤,並將畫面回傳給前端

專案2: 故障燈號檢測
自動化產品檢測,產品檢測時會有不同顏色的燈號,利用yolov3模型判斷燈號顏色來進行自動化檢測

專案3: 會議主機前端開發
與後端api串接,前端的框架為vue,使用的技術包含websocket, restful api, 多語系切換等

深度學習工程師 deep-learning-engineer, 工研院 Industrial Technology Research Institute, Sep 2018 ~ Jan 2020

自駕船計畫:辨識愛河上的船及障礙物,將辨識資訊即時回傳至操控台進行自動避碰。
工作項目:
(1) 物件辨識:利用yolo模型進行河面上之障礙物辨識
(2) 物件追蹤:利用深度學習追蹤演算法(Siames RPN)進行高速追蹤
(3) 追蹤優化:辨識結果結合Kalmam filter進行優化

youtube字幕資料收集:將內影片嵌字幕轉換成文字,生成語音訓練資料
工作項目:
(1) 資料爬蟲:使用scrapy進行字幕與影像爬蟲
(2) 字幕辨識:利用super resolution模型將影片背景黑化,再利用OCR將內嵌字幕轉換成文字

清華大學 National Tsing Hua University, 深度學習工程師 deep-learning-engineer, Oct 2017 ~ Sep 2018

實驗室要導入時間序列相關深度學習之先導研究,題目為自然語言處理,利用tensorflow搭建NLP語言模型
(1) 文本分類:利用RNN與CNN進行文本分類。
(2) Word to vector:文字向量轉化
(3) 文本摘要總結:利用sequence to sequence模型架構,輸入經由encoder壓縮,再經由decoder解碼進行文本摘要總結訓練。
(4) 對話機器人:收集大量影集對白作為訓練資料,利用sequence to sequence模型架構進行對話機器人訓練。

wemo scooter, Android app developer, Oct 2016 ~ Aug 2017

公司營運項目為電動機車租借,主要開發項目為:
(1) 依照需求進行Android App開發與修改
(2) 與後端進行restful api串接
(3) 串接google map api

學歷

清華大學 National Tsing Hua University, 碩士學位, 核子工程 nuclear engineering, 2013 ~ 2015

東海大學 Tung Hai University, 學士學位, 應用物理 physics, 2005 ~ 2010

專案

課程預約系統


說明: 使用者可以創建課程供預約服務,創建課程後會產生該課程的預約url讓使用者預約,使用者可以選擇是否同步至google行事曆
使用技術: 
    * 部署於k8s上,讓k8s控管達到高可用
    * 使用OAth2.0進行google帳號登入
    * google行事曆api串接
    * 利用mq進行google行事曆同步失敗處理 
    * 快取層 
    * nodejs 
    * angular

可以由以下連結進行預約體驗
課程預約: 課程預約連結

畫面截圖

根據不同裝置大小,有不同的預約介面設計。

Resume
Profile

喬康豪

full-stack-engineer

前端技能 :  vue.js, angular, sass, restful api, websocket

後端技能 :  node.js, spring boot, , rabbitmq, websocket, k8s

Profile 04 00@2x

Skliis


Font-End

Vue.js

angular

Sass

websocket

RWD



Back-End 

spring boot

rabbitmq

websocket

Restful Api

nodejs

laravel

Deep-Learning 

Object Detection 
Object Tracking 
YOLO 
pytorch




開發工具及環境

git
docker
k8s
ubuntu


Program Language

python 
nodejs
typescript
java
php






工作經歷


中冠資訊, 全端工程師, October 2021 ~ 現在


說明: 根據中鋼廠區需求進行專案

工作內容: 根據使用者需求進行前端畫面製作,表單設計及後端程式開發,將資料呈現給產線人員

其中較複雜的案子架構如下:

  排程轉檔微服務 ==> db                     mq server <== 資料拋送微服務

                        ↑↓                 ↗

                  web service    ↗

                       ↑↓            監聽mq =>警報發送

                       ↑↓

                  操作頁面


排程轉檔: 約3隻微服物定時將產線資料整理做格式轉換,來源為ftp的檔案

mq資料拋送: 某些資料採用mq進行拋送,web service收到資料將觸發警報發送

web service: 處理資料庫資料及與前端的交互


卡訊電子, 前端工程師, March 2020 ~ October 2021

專案1: AI臉部追蹤
架設臉部追蹤模型於嵌入式系統,回傳人臉座標於伺服器,伺服器利用onvif協定操控設備上的攝影機進行人臉追蹤,並將畫面回傳給前端

專案2: 故障燈號檢測
自動化產品檢測,產品檢測時會有不同顏色的燈號,利用yolov3模型判斷燈號顏色來進行自動化檢測

專案3: 會議主機前端開發
與後端api串接,前端的框架為vue,使用的技術包含websocket, restful api, 多語系切換等

深度學習工程師 deep-learning-engineer, 工研院 Industrial Technology Research Institute, Sep 2018 ~ Jan 2020

自駕船計畫:辨識愛河上的船及障礙物,將辨識資訊即時回傳至操控台進行自動避碰。
工作項目:
(1) 物件辨識:利用yolo模型進行河面上之障礙物辨識
(2) 物件追蹤:利用深度學習追蹤演算法(Siames RPN)進行高速追蹤
(3) 追蹤優化:辨識結果結合Kalmam filter進行優化

youtube字幕資料收集:將內影片嵌字幕轉換成文字,生成語音訓練資料
工作項目:
(1) 資料爬蟲:使用scrapy進行字幕與影像爬蟲
(2) 字幕辨識:利用super resolution模型將影片背景黑化,再利用OCR將內嵌字幕轉換成文字

清華大學 National Tsing Hua University, 深度學習工程師 deep-learning-engineer, Oct 2017 ~ Sep 2018

實驗室要導入時間序列相關深度學習之先導研究,題目為自然語言處理,利用tensorflow搭建NLP語言模型
(1) 文本分類:利用RNN與CNN進行文本分類。
(2) Word to vector:文字向量轉化
(3) 文本摘要總結:利用sequence to sequence模型架構,輸入經由encoder壓縮,再經由decoder解碼進行文本摘要總結訓練。
(4) 對話機器人:收集大量影集對白作為訓練資料,利用sequence to sequence模型架構進行對話機器人訓練。

wemo scooter, Android app developer, Oct 2016 ~ Aug 2017

公司營運項目為電動機車租借,主要開發項目為:
(1) 依照需求進行Android App開發與修改
(2) 與後端進行restful api串接
(3) 串接google map api

學歷

清華大學 National Tsing Hua University, 碩士學位, 核子工程 nuclear engineering, 2013 ~ 2015

東海大學 Tung Hai University, 學士學位, 應用物理 physics, 2005 ~ 2010

專案

課程預約系統


說明: 使用者可以創建課程供預約服務,創建課程後會產生該課程的預約url讓使用者預約,使用者可以選擇是否同步至google行事曆
使用技術: 
    * 部署於k8s上,讓k8s控管達到高可用
    * 使用OAth2.0進行google帳號登入
    * google行事曆api串接
    * 利用mq進行google行事曆同步失敗處理 
    * 快取層 
    * nodejs 
    * angular

可以由以下連結進行預約體驗
課程預約: 課程預約連結

畫面截圖

根據不同裝置大小,有不同的預約介面設計。