CakeResume Talent Search

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4-6 years
6-10 years
10-15 years
More than 15 years
Avatar of 陳旻琳.
Avatar of 陳旻琳.
資深程式設計師 @緯創軟體股份有限公司
2022 ~ Present
程式設計師
Within one month
Lynn Chen (陳旻琳) Full-Stack Engineer Taipei, Taiwan Skills Main Skills HTML/CSS(SCSS)/Javascript Vue.js JAVA Spring Boot Git Self-learning Skills React.js C# .Net Bash Script Batch Python Language Skills Chinese (native) English (fluent) Korean (TOPIK II) Japanese (basic) Experience Senior JAVA Engineer • Wistron Information Technology & Services Corporation Expatriate to Cathay Life Insurance Co., Ltd. AprPresent Maintaining CRM system using JAVA and Vue.js. Developing CRM backend system using JAVA and Vue.js. Improved SQL performance for querying customers and insurance policy
JavaScript
JavaScript / ES6 / jQuery
HTML/CSS
Full-time / Interested in working remotely
6-10 years
台北市立大學
資訊科學
Avatar of Reggie Chen.
Avatar of Reggie Chen.
Product Deveploment @Titansoft
2019 ~ Present
Software Engineer
Within six months
Reggie Chen Assistant Manager Taipei City, Taiwan Over 10 years to analyze requirements and design/implement solution systems and data system. Good experience about computer system (including transportation system, billing system, and account system), Java/C# application and integrated the sensor devices (ex. RFID readers, SAM, automation machine). Good understanding to clarify the question and communication skill to complete projects . Lead the team used test-driven development to enhance the quality of system, and used DevOps to cost down the operation tasks. Good experience to train junior programmer learning skill , and build
C#
DevOps
.NETCore
Employed
Full-time / Interested in working remotely
6-10 years
National Chung Cheng University
Computer Engineer
Avatar of Nova Riana Sitohang.
Avatar of Nova Riana Sitohang.
Operator @Plexus Corp.
2018 ~ Present
Typing, copy paste, data entry, virtual assistant, call executive
Within one year
me to manage my time on 3 activities in a week. Working as an operator 12 hours Monday to Friday, and a part-time job as a tutor assisting foreign workers is an incredible moment that I've been missing all day while working. I am developing my learning skills as a student at Universitas Terbuka. My passion for literature has also strengthened my communication skills, allowing me to effectively articulate my thoughts and ideas. I have demonstrated my ability to communicate through various coursework assignments, group projects, and presentations. Furthermore, during my university years
Employed
Part-time / Interested in working remotely
4-6 years
Universitas Terbuka
Language Interpretation and Translation
Avatar of the user.
Avatar of the user.
book writer @Sekolah Menengah Kejuruan (SMK) Al-Muhajirin
2022 ~ Present
Editor
Within one year
Word
Copywriting and content writing
Copywriting and Editing
Part-time / Remote Only
4-6 years
Muhajirin English Arabic Boarding School
Arabic and English, arab and english speaker and writer, public speaker
Avatar of the user.
Product Manager
Within six months
Excel
Full-time / Not interested in working remotely
6-10 years
Hebrew university of Jerusalem
Economics
Avatar of PO-YUAN, HSUEH.
Avatar of PO-YUAN, HSUEH.
Planner @Maxxis International
2017 ~ Present
產銷.運籌.生管
Within one month
Fred, Hsueh I am a planner with positive attitude,enjoy learning skills and experience at work. Equipped with Master's Degree in Industrial and information management from National Cheng Kung University. I started career as a Planner at Maxxis International in JulyWith over five years planner qualifications, currently working for Qualcomm. The scope of my expertise encompassed production scheduling, inventory level control, as well as production capacity evaluation. A cheerful disposition, positive attitude and interpersonal ability make me a strong candidate for the advertised position and I am certain that my experience and industry exposure will
Word
PowerPoint
Excel
Employed
Full-time / Interested in working remotely
4-6 years
National Cheng Kung University
Department of Industrial and Information Management
Avatar of the user.
Avatar of the user.
English Teacher @The Headway International School
2015 ~ 2017
English Teacher
Within one year
Progressive
Comprehensive
Comprehension
Interested in working remotely
6-10 years
American International University-Bangladesh
Finance and Banking, Grade: CGPA -3.88 out of 4.00
Avatar of Lea Yeh.
Active
Avatar of Lea Yeh.
Active
Data Engineer / Scientist @MediaTek Inc.
2019 ~ 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 one month
追求高效優雅 pythonic 開發 3 年 SQL 及 SPL 開發經驗,力求優化查詢效能 2 年網頁後端開發經驗,貢獻 CDNJS 大型開源專案 (9.4K stars) Machine Learning Skills Sklearn, Numpy, Pandas, Scipy, seaborn, shap value, xgboost, random forest, linear regression, feature engineering, high dimension clustering (fit JD key word) Data Engineering & Analysis Skills Airflow, NiFi, Dataflow, BigQuery, Cloud Function, Plotly/Dash, Splunk Cloud Platform GCP: Cloud Function, Dataflow, Composer, BigQuery 學歷National Chiao Tung
Python
SQL
Splunk
Employed
Full-time / Interested in working remotely
4-6 years
National Chiao Tung University
Computer Science
Avatar of 謝偉強.
Avatar of 謝偉強.
IKALA @ikala 愛卡拉互動媒體股份有限公司
2021 ~ Present
Backend Engineer
Within three months
高性能網路通信引擎 ) Laravel Hyperf (基於 swoole 建置的框架) Mysql Redis Golang Frontend javascript (vue.js , jquery) html css Devops docker nginx kubernetes istio Google Cloud Platform (GCP) gitlab ci cd traefik AWS terraform Testing TDD Others git fast learning skills 整合line api 整合facebook api electron 工作經歷 ikala 2021 年 7 月 - 至今 重構原有爬蟲系統 migrate to aws stepfunction, 更好掌握flow狀態以及除錯,並且切割每
php
jquery
PHPUnit
Employed
Full-time / Interested in working remotely
4-6 years
Avatar of Sridhar.
Avatar of Sridhar.
Past
Housekeeping supervisor @Baker huges dubai
2015 ~ 2017
housekeeping supervisor
More than one year
Sridhar OBLECTIVE : A position in a reputed institute to enrich my potentiality and skills to associate with an organization which progresses dynamically and gives me a change to update my knowledge and enhance my skills in the field of life sciences and being a part of the team that excels in work towards the growth of the organization and gives the satisfaction thereof. PROMINENT ATTRIBUTES : . Good understanding of the concepts of teamwork . Creative and organized learning skills . Good communication and interpersonal skills Active team player in maintaining the cleanliness, security and safety of patients collegues and
word
excel
Unemployed
Full-time / Interested in working remotely
4-6 years
Board of secondary School education
SSC

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Within one month
Semiconductor Advanced Process Data Engineer & Scientist
MediaTek Inc.
2019 ~ Present
台灣台北市
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Engineer, Data Scientist, Big Data Engineer
Fields of Employment
Big Data
Work experience
4-6 years
Management
I've had experience in managing 1-5 people
Skills
Python
SQL
Splunk
Airflow
BigQuery
Plotly/Dash
Git
Google Cloud Platform (GCP)
Languages
Chinese
Native or Bilingual
English
Intermediate
German
Beginner
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
Taipei, 台灣
Remote
Interested in working remotely
Freelance
No
Educations
School
National Chiao Tung University
Major
Computer Science
Print

Lea Yeh / 葉美伶

現任聯發科技公司 | AI & Big Data 部門 | 半導體先進製程 | 資料科學家

業務橫跨公司成本控管及晶片開發,開發 PB-level 資料從 data integration 到 machine learning 的所有環節,能快速分析巨量資料,並從資料源頭提升 prediction model 表現。

  • Data Science, 
    • 透過 machine learning model 改善控制手機溫度控制機制,降低溫度誤差 < 1C
    • 協助晶片開發者降低 20% 功耗,提升手機效能 14K Antutu score
    • 開發 BI Dashboard 分析 EDA tool 使用狀況,降低 25% 採購成本
  • Data Engineer, 
    • 建立結構化資料和非結構化資料之 automating data pipelines
    • 設計 PB-level 資料 ETL 流程並引入阿里巴巴 data warehouse 分層設計
    • 建立資料品質 realtime 監控機制,資料缺失率 50% 降低到 <1%

  Taipei City, Taiwan         

工作經歷

Data Engineer / Scientist

MediaTek Inc.  •  2019/07 - Present

協助晶片設計提升產品效能

  • 透過 regression model 改善控制手機溫度控制機制,溫度誤差 < 1C
  • 透過 unsupervised learning 精確分貨,多救回過去誤分的 5% 高階晶片
  • 建立 PB-level data warehouse 降低 20% 功耗並提升手機效能 (14K Antutu Score)

協助晶片開發掌握新製程特性

  • 透過 Plotly/Dash 進行數據分析,協助晶片開發人員縮短開發時間 50%
  • BigQuery 透過數倉分層設計及優化 SQL 提升 70% 效能

建立雲端分析管道

  • 透過 NiFi, Airflow, Dataflow, BigQuery 設計 ETL 流程
  • 在公司數位轉型初期,引入阿里巴巴數據中台理論的數據分層設計,提升資料表重用率
  • 建立資料品質實時監控機制,資料缺失率 50% 降低到 <1%,每個月降低人力成本 7.5man-day

進行 EDA License 及 Computing Farm 成本控管

公司三大成本: EDA License, Computing Farm, 人力

  • 透過 Splunk 建立互動式 BI Dashboard,輔助 EO 採買決策,減少 25% 採購成本
  • 提升 11% 整體 EDA license 使用率,19% EDA temp license 使用率

能跨部門協調獨立作業,並帶領團隊完成專案

  • 深獲合作部門肯定,於 2021 獲得 15 個跨部門 vAward
  • 為公司節省巨額採購成本,於 2020 獲得 IT 年度獎

Software Engineer

MediaTek Inc.  •  2016/09 - 2019/07

開發 Modem Log 相關除錯及分析工具

  • 以 Vue.js 搭配 Electron 建立 World Wide Field Frial Upload Tool
  • 結合 Python 及 Jenkins 開發 ICD DMS 達到自動化以文件規範實作
  • 透過 AngularJS 開發 StackOverflow-like QA 平台

技能

Programming Skills

Python, SQL, SPL, NodeJS, HTMK, CSS, Git, CI/CD

  • 8 年以上 Python 編程經驗,嚴格遵守 PEP8 coding style 規範,追求高效優雅 pythonic 開發
  • 3 年 SQL 及 SPL 開發經驗,力求優化查詢效能
  • 2 年網頁後端開發經驗,貢獻 CDNJS 大型開源專案 (9.4K stars)

Machine Learning Skills

Sklearn, Numpy, Pandas, Scipy, seaborn, shap value, xgboost, random forest, linear regression, feature engineering, high dimension clustering (fit JD key word)

Data Engineering & Analysis Skills

Airflow, NiFi, Dataflow, BigQuery, Cloud Function, Plotly/Dash, Splunk

Cloud Platform

GCP: Cloud Function, Dataflow, Composer, BigQuery

學歷

2014 - 2016

National Chiao Tung University

Computer Science - Data Mining Lab

2011 - 2014

Tatung University

Computer Science

Resume
Profile

Lea Yeh / 葉美伶

現任聯發科技公司 | AI & Big Data 部門 | 半導體先進製程 | 資料科學家

業務橫跨公司成本控管及晶片開發,開發 PB-level 資料從 data integration 到 machine learning 的所有環節,能快速分析巨量資料,並從資料源頭提升 prediction model 表現。

  • Data Science, 
    • 透過 machine learning model 改善控制手機溫度控制機制,降低溫度誤差 < 1C
    • 協助晶片開發者降低 20% 功耗,提升手機效能 14K Antutu score
    • 開發 BI Dashboard 分析 EDA tool 使用狀況,降低 25% 採購成本
  • Data Engineer, 
    • 建立結構化資料和非結構化資料之 automating data pipelines
    • 設計 PB-level 資料 ETL 流程並引入阿里巴巴 data warehouse 分層設計
    • 建立資料品質 realtime 監控機制,資料缺失率 50% 降低到 <1%

  Taipei City, Taiwan         

工作經歷

Data Engineer / Scientist

MediaTek Inc.  •  2019/07 - Present

協助晶片設計提升產品效能

  • 透過 regression model 改善控制手機溫度控制機制,溫度誤差 < 1C
  • 透過 unsupervised learning 精確分貨,多救回過去誤分的 5% 高階晶片
  • 建立 PB-level data warehouse 降低 20% 功耗並提升手機效能 (14K Antutu Score)

協助晶片開發掌握新製程特性

  • 透過 Plotly/Dash 進行數據分析,協助晶片開發人員縮短開發時間 50%
  • BigQuery 透過數倉分層設計及優化 SQL 提升 70% 效能

建立雲端分析管道

  • 透過 NiFi, Airflow, Dataflow, BigQuery 設計 ETL 流程
  • 在公司數位轉型初期,引入阿里巴巴數據中台理論的數據分層設計,提升資料表重用率
  • 建立資料品質實時監控機制,資料缺失率 50% 降低到 <1%,每個月降低人力成本 7.5man-day

進行 EDA License 及 Computing Farm 成本控管

公司三大成本: EDA License, Computing Farm, 人力

  • 透過 Splunk 建立互動式 BI Dashboard,輔助 EO 採買決策,減少 25% 採購成本
  • 提升 11% 整體 EDA license 使用率,19% EDA temp license 使用率

能跨部門協調獨立作業,並帶領團隊完成專案

  • 深獲合作部門肯定,於 2021 獲得 15 個跨部門 vAward
  • 為公司節省巨額採購成本,於 2020 獲得 IT 年度獎

Software Engineer

MediaTek Inc.  •  2016/09 - 2019/07

開發 Modem Log 相關除錯及分析工具

  • 以 Vue.js 搭配 Electron 建立 World Wide Field Frial Upload Tool
  • 結合 Python 及 Jenkins 開發 ICD DMS 達到自動化以文件規範實作
  • 透過 AngularJS 開發 StackOverflow-like QA 平台

技能

Programming Skills

Python, SQL, SPL, NodeJS, HTMK, CSS, Git, CI/CD

  • 8 年以上 Python 編程經驗,嚴格遵守 PEP8 coding style 規範,追求高效優雅 pythonic 開發
  • 3 年 SQL 及 SPL 開發經驗,力求優化查詢效能
  • 2 年網頁後端開發經驗,貢獻 CDNJS 大型開源專案 (9.4K stars)

Machine Learning Skills

Sklearn, Numpy, Pandas, Scipy, seaborn, shap value, xgboost, random forest, linear regression, feature engineering, high dimension clustering (fit JD key word)

Data Engineering & Analysis Skills

Airflow, NiFi, Dataflow, BigQuery, Cloud Function, Plotly/Dash, Splunk

Cloud Platform

GCP: Cloud Function, Dataflow, Composer, BigQuery

學歷

2014 - 2016

National Chiao Tung University

Computer Science - Data Mining Lab

2011 - 2014

Tatung University

Computer Science