CakeResume Talent Search

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4-6 years
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Avatar of the user.
Data Engineer @Groundhog Technologies Inc.
2021 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Git
Python
Scala
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
University of Illinois at Urbana-Champaign, School of Information Sciences
Information Management
Avatar of 李慕全(MuChuan Li).
Avatar of 李慕全(MuChuan Li).
Past
Service Provider @Taron Solutions Limited
2023 ~ 2023
AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
Within one month
型 side project 使用深度學習框架(Pytorch)自行搭建預測模型,以各式台灣景氣指標當作輸入,輸出未來經濟景氣趨勢階段。 技術:Pytorch、Pandas、Numpy、 Sklearn 論文發表 • Chen, X. Z., Li, M. C. , & Chen, Y. L, January). Strategies for Helping Anchor-Based Trackers Learn re-ID Features for Smart City Surveillance. In 2024 IEEE International Conference on Consumer Electronics (ICCE) (ppIEEE. • Li, M.
Machine Learning
Computer Vision
Pytorch/Tensorflow
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
資訊工程
Avatar of Sayed Mohammad Ahmadi.
Avatar of Sayed Mohammad Ahmadi.
Data Analyst & IoT Software Developer @FARAZ ERTEBAT
2021 ~ Present
Computer Vision / Deep Learning
Within one month
Sayed Mohammad Ahmadi Python Developer | Deep Learning | Computer Vision Specialist | C++ & C# Developer | Lifelong Learner | 7+ Years of Experience Qom, Qom Province, Iran I am a Python Developer with expertise in Deep Learning and Computer Vision, backed by 7+ years of experience. Skilled in C++ and C# as well, I develop robust solutions that encompass various programming paradigms. Passionate about staying up-to-date with the latest advancements, I excel at leveraging AI and computer vision techniques to derive valuable insights from visual data. I have successfully applied my
C#
C/C++
MySQL
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
University of Qom
Information Technology | Face Recognition
Avatar of 孫煜凱.
Avatar of 孫煜凱.
Past
機器學習工程師 @順豐科技公司
2021 ~ 2022
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
和集群運行原理 ,與 Hive、 Presto組件 ,熟練掌握SQL語言編寫與模型落地,具有其調優經驗 ; 熟練使用Python與Pyspark, 熟練 使用RDD算子與Spark SQL、Sklearn等,進行機器學習與數據分析 ; 熟練使用Git與Docker,能進行YAML、Dockerfile編寫與CICD部署流程、搭建RESTful API等 ; 熟練使用 Tableau 與 Power BI ,熟練使用
Word
PowerPoint
Excel
Unemployed
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
統計系
Avatar of Qingyang Wu.
Avatar of Qingyang Wu.
AI 工程師 @台灣塑膠工業股份有限公司
2020 ~ Present
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within six months
Selenium Cloud Microsoft Azure Azure TSI Azure Power BI Azure ML Azure App Service Azure Form Recognizer Azure Cognitive Services Google Cloud Platform Google Cloud GPU Google Cloud VM Google Cloud AutoML Google Cloud Vision API Other Cloud Source Heroku App Service Line Bot ML/AI AI Tool TesnsorFlow SKlearn Keras Matlab OpenCV Algorithm Principal Component Analysis Partial Least Squares Gaussian Process Deep Neural Networks Convolutional Neural Networks Genetic Algorithm Other Application Reinforcement Learning Object Detection Faster RCNN Yolo v3 Generative Adversarial Networks Experience 台灣塑膠工業(FPC) - AI Engineer - Sept~ present 1. AI應
Simulink
OpenCV
Azure
Employed
Full-time / Interested in working remotely
4-6 years
Chung Yuan Christian University
Master in Chemical Engineering
Avatar of 林奕勳.
Avatar of 林奕勳.
人工智慧工程師 @玉山銀行智能金融處 (Intelligent Finance Dept., E-SUN Bank )
2020 ~ Present
Machine Learning Researcher / Engineer
Within one month
Jeffrey Lin ( 林奕勳 ) ESUN Bank, Intelligent Finance Technology Department, AI Engineer focusing on Enterprise-Level ML Frameworks and Design Patterns [email protected] TW, Taipei CAREER SUMMARY 6+ years of deep learning research and development experience, with a strong ability in prototyping, evaluation, and deployment of models, in both academical and industrial environment. 2+ years of financial AI development experience, specialized in the design of python API, SDK, and framework for optimizing the deployment flow of data science, ETL, and machine learning pipelines. 1+ year of participation in the technology management
Research
Music Information Retrieval
Natural Language Processing
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
Graduate Institute of Communication Engineering
Avatar of 李菁元.
Data scientist
Within three months
理解不同的領域知識便於進行分析 金融商品分析、個股交易、選擇權、期貨交易、加密貨幣交易經驗 Skill Web Crawling Python Data Mining Python - numpy, pandas, missingno, sk-learn Weka Machine Learning Python - Logistic regression, Decision Trees, Random forest, GridSearchCV Game Design Game Development Game Design User Experience Design Market Research Project Management Others MySQL Linux, Hadoop, Spark, Pyspark HTML, Java script Jira, Teambition Work Experience Daohe Ltd. Producer ,2021//12 Genetopia(休閒
Data Mining
Machine Learning
Web Crawling
Full-time / Interested in working remotely
10-15 years
MCU
統計系
Avatar of the user.
Avatar of the user.
Data Scientist/ Engineer @Intomarkets
2022 ~ Present
Data Scientist
More than one year
Machine Learning
Statistical Analysis
Big Data
Full-time / Interested in working remotely
6-10 years
University of Paderborn
Master of Science in Computer
Avatar of Hao-Chun (Chad) Yang.
Avatar of Hao-Chun (Chad) Yang.
Senior Machine Learning Engineer @C-Media Electronics
2020 ~ 2021
Machine Learning Scientist, Data Scientist
Within one month
Hao-Chun (Chad) Yang Ph.D Ph.D Graduate @NTHU (EE) | Seeking AI/ML R&D Position | Speech, IOT, Health Informatics, Computational Neuroscience | pytorch, tensorflow Room 315, General Building III, No. 101, Section 2, Kuang-Fu Road,Hsinchu City, Taiwan Skills Programming Programming: Python, Matlab DevOps: AWS, GCP, Git, Docker Deep Learning: Pytorch, Tensorflow, Keras ML& Data Science: Sklearn, Numpy, Pandas, Matplotlib MLOps: MLflow, W&B Special HonorsBest Challenge Poster - Physionet/CINC ChallengeTravel Grants - IEEE SPS SocietyPresident Scholarship - NTHU Education National Tsing Hua University Ph.D. in Electrical Engineering (SepPresent) National Tsing
Python
pytorch
tensorflow
In military service
Full-time / Interested in working remotely
4-6 years
清華大學
電機工程
Avatar of the user.
資料分析師、資料科學家
Within two months
R
SQL
Data analysis
Employed
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
成功大學
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Adaptability
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Within six months
AI Engineer
Logo of 緯穎科技服務股份有限公司.
緯穎科技服務股份有限公司
2022 ~ Present
台灣新北市土城區新北市
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Scientist
Fields of Employment
Information Services
Work experience
4-6 years work experience (2-4 years relevant)
Management
None
Skills
toeic
jlpt n1
Machine Learning
Tensorfolw
Keras
CNN
Pandas
NumPy
Python
Decision Tree
MySQL
Redis
Docker
Data Science
Scikit-Learn
RESTfulAPI
Resnet
CI/CD
GitLab
PyTorch
Languages
Chinese
Native or Bilingual
English
Fluent
Japanese
Professional
Job search preferences
Positions
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Job types
Full-time
Locations
台灣台北市, 台灣新北市, 日本
Remote
Interested in working remotely
Freelance
No
Educations
School
國立台北科技大學
Major
工業工程
Print

蔡紹軍

在科智企業擔任AI工程師,擅長結構化數據資料科學,注力於公司SaaS型新產品AI平台開發,負責結構化數據相關核心功能開發,其中全自動特徵工程流程已取得專利核可。此外,也負責專案PoC、實際開發與產品佈署。

  New Taipei, Banqiao District, New Taipei City, Taiwan      

工作經歷

AI工程師 

科智企業 •  May 2020 - 現在

  • 開發全自動特徵工程模組,減少80%資料處理時間。
  • AI雲端服務平台結構化數據相關核心功能開發(數據解析、特徵工程、AutoML、Docker)。
  • Yolov4物件偵測結果邏輯應用,如SOP、警示與數量計算模組開發。
  • 負責結構化數據專案的PoC與產品開發。
  • SPC模組開發,包含計算模組、Flask Restful API以及Plotly Dashboard。
  • 運用ML Model預測航空燃油靜電消散濟添加量。

IE工程師 

友達光電 •  Oct 2016 - Mar 2019 

  • 負責4座液晶面板生產工廠的產能整合管理,充分掌握半導體製程與機台相關知識。
  • 分析生產資料找出生產瓶頸,與工廠合作,每季提升產能1~2%。
  • 年度投資計畫審核,依據市場需求與廠區狀況,排除多餘設備投資,每年可節省2千萬元。

學歷

國立台北科技大學

工業工程與系統管理, 碩士

Sep 2013 - Jun 2015 

技能

Programing

Python

OS

Windows
Linux
*Docker

Library

Pandas
Numpy
Scipy
Sklearn

ML/DL Framework

TensorFlow
PyTorch


Languages

中文 - 母語
日文 - 精通, JLPT N1
英文 - 普通, TOEIC 745

專案內容

自動化特徵工程模組開發

運用特徵工程手法,包含數據清理、特徵萃取、特徵選擇以及特徵編碼,另外也運用統計學對資料進行特殊的處理,解決資料偏移問題,相關內容已取得專利認證。

專利資訊

【Language】
Python

【Module】
Pandas
Numpy
Sklearn
SciPy

【OS】
Windows
Linux

AI雲端服務 - MusesAI

No-Code AI平台,從數據處理、影像標記、模型訓練到模型佈署,提供End to End的AI解決方案。負責數據相關的核心功能開發,也協助影像後處理與API開發,參與SaaS新產品開發流程,擁有與前後端團隊合作溝通經驗。產品推出後,已數十家企業採用

https://www.musesai.com/

【Language】
Python

【OS】
Windows
Linux
Docker

【DB】
MySQL
Redis

玉山人工智慧公開挑戰賽 (16/859)

利用過去兩年的信用卡消費資料,預測每位顧客下個月份消費金額前三名的消費類別排序

使用基於BST架構修改,結合multi-label embedding,獲得前2%名次(16/859)

【Language】
Python

【Framework】
PyTorch

Resume
Profile

蔡紹軍

在科智企業擔任AI工程師,擅長結構化數據資料科學,注力於公司SaaS型新產品AI平台開發,負責結構化數據相關核心功能開發,其中全自動特徵工程流程已取得專利核可。此外,也負責專案PoC、實際開發與產品佈署。

  New Taipei, Banqiao District, New Taipei City, Taiwan      

工作經歷

AI工程師 

科智企業 •  May 2020 - 現在

  • 開發全自動特徵工程模組,減少80%資料處理時間。
  • AI雲端服務平台結構化數據相關核心功能開發(數據解析、特徵工程、AutoML、Docker)。
  • Yolov4物件偵測結果邏輯應用,如SOP、警示與數量計算模組開發。
  • 負責結構化數據專案的PoC與產品開發。
  • SPC模組開發,包含計算模組、Flask Restful API以及Plotly Dashboard。
  • 運用ML Model預測航空燃油靜電消散濟添加量。

IE工程師 

友達光電 •  Oct 2016 - Mar 2019 

  • 負責4座液晶面板生產工廠的產能整合管理,充分掌握半導體製程與機台相關知識。
  • 分析生產資料找出生產瓶頸,與工廠合作,每季提升產能1~2%。
  • 年度投資計畫審核,依據市場需求與廠區狀況,排除多餘設備投資,每年可節省2千萬元。

學歷

國立台北科技大學

工業工程與系統管理, 碩士

Sep 2013 - Jun 2015 

技能

Programing

Python

OS

Windows
Linux
*Docker

Library

Pandas
Numpy
Scipy
Sklearn

ML/DL Framework

TensorFlow
PyTorch


Languages

中文 - 母語
日文 - 精通, JLPT N1
英文 - 普通, TOEIC 745

專案內容

自動化特徵工程模組開發

運用特徵工程手法,包含數據清理、特徵萃取、特徵選擇以及特徵編碼,另外也運用統計學對資料進行特殊的處理,解決資料偏移問題,相關內容已取得專利認證。

專利資訊

【Language】
Python

【Module】
Pandas
Numpy
Sklearn
SciPy

【OS】
Windows
Linux

AI雲端服務 - MusesAI

No-Code AI平台,從數據處理、影像標記、模型訓練到模型佈署,提供End to End的AI解決方案。負責數據相關的核心功能開發,也協助影像後處理與API開發,參與SaaS新產品開發流程,擁有與前後端團隊合作溝通經驗。產品推出後,已數十家企業採用

https://www.musesai.com/

【Language】
Python

【OS】
Windows
Linux
Docker

【DB】
MySQL
Redis

玉山人工智慧公開挑戰賽 (16/859)

利用過去兩年的信用卡消費資料,預測每位顧客下個月份消費金額前三名的消費類別排序

使用基於BST架構修改,結合multi-label embedding,獲得前2%名次(16/859)

【Language】
Python

【Framework】
PyTorch