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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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More than one year
數據工程師 @ Inno Technology Co., Ltd.
Inno Technology Co., Ltd.
2020 ~ Present
Taipei, 台灣
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Engineer
Fields of Employment
Games
Work experience
10-15 years
Management
Skills
Data Engineering
Network Engineering
Optimizing Performance
Languages
Job search preferences
Positions
資深軟體工程師
Job types
Full-time
Locations
Taiwan, Singapore
Remote
Remote Only
Freelance
No
Educations
School
元智大學
Major
資訊傳播學系碩士班 ( 互動科技組 )
Print
Daiyxummcm6164pn0grm

李弘郁                                                                                                 

.3 年遊戲伺服器研發技術,掌管 6 國線上伺服器,包括架構設計、效能優化、平台對接、營運維護。也曾獲得昱泉國際年度最佳員工殊榮 ( 6169:TT )。

.7 年數據工程全方位扎實經驗,導入數據分析文化、為不同業務單位及專案量身訂做工具及平台,擴展公司的數據視野並促使營收達到 30% 的成長。擅長透過分散式處理架構實作即時運算系統,讓數據分析平台兼具速度與深度。


技能


程式語言:

Java
JavaScript
Python
Perl / PHP

框架 / 資料庫:

Nifi

Storm

Cassandra

BigQuery

MySQL


擅長領域:

數據工程

網路工程

效能優化

學歷

元智大學, 資訊傳播學系碩士班 ( 互動科技組 )                                                                2006/09 - 2009/06

碩士論文研究「電腦圖學」,以 Procedural Texture 的概念,利用 Shader 動態模擬賽車遊戲裡的水滴與污垢遭受重力、風力與雨刷等物理影響時,產生在擋風玻璃上的效果。

工作經歷

Inno Technology Co., Ltd., 數據工程師                                                                          2020/08 - 在職中

  • 使用 Apache Nifi 建構 ETL 流程,並藉由 Custom Processor 客製化需求
  • 使用 ElasticSearch 建構模糊匹配系統

GAMESOFa Inc., 數據部經理                                                                                            2012/10 - 2019/09

1. 營運數據平台

  • 導入新技術,並對數據收集、處理、呈現全面改造,重新定義數據的 Workflow
  • 收集:開發 SDK,統一資料格式並加速埋點
  • 處理:導入分散式處理系統 ( Kafka, Storm, Cassandra, ElasticSearch )
    • 寫入:以 Streaming ETL 進行資料加工
    • 讀取:以分散式計算提供即時報表
  • 呈現:前端利用 Ember 與 amCharts 提供易用性 UI 並將複雜資料視覺化
  • 整合 Data-Driven 常用分析工具 ( LTV, Cohort, Funnel )
  • 透過使用者需求訪談,了解營運團隊的需求與痛點,並持續優化
  • 撰寫教育訓練教材,舉辦跨部門 Workshop,推動數據分析文化

2. 行銷數據平台
  • 提供交叉分析篩選器,可任意對多維度過濾與分群
  • 使用 Google Sheets 繪製網頁 Table,加快 50% ~ 95% 的載入時間
  • 資料儲存至 BigQuery,加速讀取與節省維護成本
  • 串接第三方資料,包含 AppsFlyer, FB, Google Ads, TikTok 等數十個

3. 數據分析專案
  • 藉由 Machine Learning 標記異常假帳號及分身帳號,以 Python 和 Sklearn 實作,準確性達 85%
  • 分析不同消費金額的玩家的購物動機,提升各族群付費率及消費金額,營收增加超過 4 倍
  • 改善新玩家前期體驗,產品改造後保留率創下新高

InterServ International Inc., 資深程式設計師                                                               2009/09 - 2012/08

1. 伺服器開發
  • 優化帳號驗證流程,讓伺服器承載從每分鐘 1,000 人次提升至 40,000 人次
  • 主導伺服器架構的擴展設計,以便支援多機房佈署
2. 遊戲運營
  • 驗證與金流
    • 將帳號驗證與金流處理模組化,簡化介接時的複雜度 
    • 在短時間內完成六國營運平台介接 ( 包含 ODBC、Web Service、TCP/IP,Third-Party APIs 等 )
  • 線上伺服器運維
    • 多次出差協助營運商設置伺服器、排除各式問題等技術支援
    • 透過 Stress Test 測試伺服器承載能力與穩定性,並用於查找「記憶體增長」、「大幅掉線」等問題
    • 在高壓與避免停機維護的原則下,解決線上伺服器問題。(1) Virtual Machine 週期性效能問題 (2) Third-Party Library 造成的 Crash (3) 特殊機型造成的 Linux Kernel Error
    • 對 Server 與 Client 進行效能優化。(1) 利用序列化載入,縮短 Client 啟動時間[30 secs > 5 secs] (2) 優化 DB 合併工具,大幅降低維護時的停機時間[10 hrs > 1 hrs]
Resume
Profile
Daiyxummcm6164pn0grm

李弘郁                                                                                                 

.3 年遊戲伺服器研發技術,掌管 6 國線上伺服器,包括架構設計、效能優化、平台對接、營運維護。也曾獲得昱泉國際年度最佳員工殊榮 ( 6169:TT )。

.7 年數據工程全方位扎實經驗,導入數據分析文化、為不同業務單位及專案量身訂做工具及平台,擴展公司的數據視野並促使營收達到 30% 的成長。擅長透過分散式處理架構實作即時運算系統,讓數據分析平台兼具速度與深度。


技能


程式語言:

Java
JavaScript
Python
Perl / PHP

框架 / 資料庫:

Nifi

Storm

Cassandra

BigQuery

MySQL


擅長領域:

數據工程

網路工程

效能優化

學歷

元智大學, 資訊傳播學系碩士班 ( 互動科技組 )                                                                2006/09 - 2009/06

碩士論文研究「電腦圖學」,以 Procedural Texture 的概念,利用 Shader 動態模擬賽車遊戲裡的水滴與污垢遭受重力、風力與雨刷等物理影響時,產生在擋風玻璃上的效果。

工作經歷

Inno Technology Co., Ltd., 數據工程師                                                                          2020/08 - 在職中

  • 使用 Apache Nifi 建構 ETL 流程,並藉由 Custom Processor 客製化需求
  • 使用 ElasticSearch 建構模糊匹配系統

GAMESOFa Inc., 數據部經理                                                                                            2012/10 - 2019/09

1. 營運數據平台

  • 導入新技術,並對數據收集、處理、呈現全面改造,重新定義數據的 Workflow
  • 收集:開發 SDK,統一資料格式並加速埋點
  • 處理:導入分散式處理系統 ( Kafka, Storm, Cassandra, ElasticSearch )
    • 寫入:以 Streaming ETL 進行資料加工
    • 讀取:以分散式計算提供即時報表
  • 呈現:前端利用 Ember 與 amCharts 提供易用性 UI 並將複雜資料視覺化
  • 整合 Data-Driven 常用分析工具 ( LTV, Cohort, Funnel )
  • 透過使用者需求訪談,了解營運團隊的需求與痛點,並持續優化
  • 撰寫教育訓練教材,舉辦跨部門 Workshop,推動數據分析文化

2. 行銷數據平台
  • 提供交叉分析篩選器,可任意對多維度過濾與分群
  • 使用 Google Sheets 繪製網頁 Table,加快 50% ~ 95% 的載入時間
  • 資料儲存至 BigQuery,加速讀取與節省維護成本
  • 串接第三方資料,包含 AppsFlyer, FB, Google Ads, TikTok 等數十個

3. 數據分析專案
  • 藉由 Machine Learning 標記異常假帳號及分身帳號,以 Python 和 Sklearn 實作,準確性達 85%
  • 分析不同消費金額的玩家的購物動機,提升各族群付費率及消費金額,營收增加超過 4 倍
  • 改善新玩家前期體驗,產品改造後保留率創下新高

InterServ International Inc., 資深程式設計師                                                               2009/09 - 2012/08

1. 伺服器開發
  • 優化帳號驗證流程,讓伺服器承載從每分鐘 1,000 人次提升至 40,000 人次
  • 主導伺服器架構的擴展設計,以便支援多機房佈署
2. 遊戲運營
  • 驗證與金流
    • 將帳號驗證與金流處理模組化,簡化介接時的複雜度 
    • 在短時間內完成六國營運平台介接 ( 包含 ODBC、Web Service、TCP/IP,Third-Party APIs 等 )
  • 線上伺服器運維
    • 多次出差協助營運商設置伺服器、排除各式問題等技術支援
    • 透過 Stress Test 測試伺服器承載能力與穩定性,並用於查找「記憶體增長」、「大幅掉線」等問題
    • 在高壓與避免停機維護的原則下,解決線上伺服器問題。(1) Virtual Machine 週期性效能問題 (2) Third-Party Library 造成的 Crash (3) 特殊機型造成的 Linux Kernel Error
    • 對 Server 與 Client 進行效能優化。(1) 利用序列化載入,縮短 Client 啟動時間[30 secs > 5 secs] (2) 優化 DB 合併工具,大幅降低維護時的停機時間[10 hrs > 1 hrs]