CakeResume Talent Search

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6-10 years
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Avatar of the user.
Senior engineer @Chicony Electronics Co, Ltd.
2018 ~ Present
全端工程師、後端工程師、前端工程師、軟體專案主管、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
Python
C
C++
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taiwan Ocean University
Computer science and engineering
Avatar of Alex Lee.
Avatar of Alex Lee.
IT Infrastructure @暫時不提供
2022 ~ Present
IT Infrastructure
Within one month
Infrastructure Engineer • JuneNow Mainly responsible for the establishment and operation of company cloud resources ( GCP, AWS ), including Kubernetes Cluster , VM, VPC, S3, IAM, and other resources. In addition, ensuring the normal execution and optimization of CI/CD pipeline s, developing chatbot software for clients ( Python-Telegram-bot ), internal account management ( Active Directory ), and VPN , Firewall establishment and operation within the company. EducationTunghai University(THU) Computer Science Information Engineering Skills Aws & Gcp Resources Kubernetes Terraform CI/CD Grafana Prometheus Exporters Python & Web Frameworks Linux Languages Chinese Mandarin — Advanced English — Middle floor Licenses GEPT — Intermediate Licenses GEPT — Intermediate
Python
Linux
Grafana
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
東海大學 Tunghai University
Computer Science Information Engineering
Avatar of the user.
Avatar of the user.
Software Engineering Section Manager @仁寶
2023 ~ Present
Lead Designer, Senior Consultant, Design Manager
Within one month
Python
Docker
DevOps
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taipei University of Technology
電機系
Avatar of 張鴻霖.
Avatar of 張鴻霖.
Front-End Developer @Storipress
2022 ~ Present
網頁前端工程師
Within one month
HUNG-LIN CHANG Taipei City, Taiwan Bachelor, Computer Science and Information Engineering, National Chung Cheng UniversityEXPERIENCE Front-End Developer • Storipress MarPresent 1. Contributed to Karbon and vue-advertising for product utilization, enabling users to customize editor components and integrate paid advertisements. 2. Developed editor features (e.g., user mention, gallery, rich media) with Tiptap and ProseMirror, enhancing user engagement rate 3. Enabled real-time article content sync using Tiptap collaboration and IndexedDB eliminating any sync latency 4. Integrated OpenAI for article content generation, empowering users to generate tailored content based on their needs
JavaScript
React.js
Ant Design
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立中正大學
資訊工程學系
Avatar of the user.
Avatar of the user.
Senior Front-End Engineer @TonFura
2023 ~ Present
Front-End engineer / Full-stack engineer
Within one month
JavaScript
HTML5
CSS3
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Computer Science and Information Engineering
Avatar of 范思良.
Avatar of 范思良.
資深主任工程師 @長青資訊
2017 ~ Present
資深工程師
Within one month
范思良 Edward / Senior Backend Engineer Over 7 years of experience Email: [email protected] | Phone:| Location: Taiwan National Chin-Yi University of Technology - Department of Electronic Engineering and Computer Science (Information Engineering) Graduated inAbout Me I am a proactive and responsible individual with a strong commitment to learning and adopting better practices in my work. My passion for solving problems is not only driven by a profound sense of accomplishment but also by an eagerness to assist others in overcoming their challenges. This enthusiasm for problem-solving fuels my focus and dedication to
golang
MySQL
Docker
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
勤益科技大學
軟體工程
Avatar of 宋凡宇.
Avatar of 宋凡宇.
Past
Staff Software Engineer @VicOne (A subsidiary of Trend Micro)
2021 ~ 2023
軟體工程師
Within one month
testing and integration. Identified and debugged issues with code and made changes or improvements. Directly engaged on factory issues, ensure our factories continue to operate smoothly. Developed internal tools for QA Engineers, System Software Engineers, and Program Managers. Reduced execution time of routine tasks by 90% SKILLS Embedded Systems Linux Software Development Testing Secure Coding Networking Test Automation Docker Git Scrum Agile JIRA CI/CD Senior Software Engineer • Alpha Networks OctMay 2019 | 3 yrs 9 mos Developed Linux-based IP Camera. Developed video/audio related functions, snapshot/recording, sound/motion detection
C++
C
Python
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
Yuan Ze University
Electrical Engineering (Group: Digital Technology)
Avatar of ChunYi Lu.
Avatar of ChunYi Lu.
分部資訊主管 @國防部
2023 ~ Present
滲透測試、資訊安全、系統開發、程式設計
Within one month
數位鑑識需求。 ASP.NET 系統開發 : 主要負責預算與主計類系統開發及維護。 學歷 (Education) 元智大學 資訊工程學系 (Bachelor of Science in Computer Science and Engineering證照及其他資料 (Certification & Others: 參加 OSCP 證照上課 (3/9-5/4),預計於 6 月考試取得證照: 通過 EC-Council’s CPENT 證照考試並取得證照.
Communication
.Net framework
.NET MVC
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
元智大學
資訊工程學系
Avatar of Ch'iyuang Tseng.
Avatar of Ch'iyuang Tseng.
Past
Software Engineer @iKala
2020 ~ 2023
Software Engineer
Within one month
AWS SES&SNS, Newsleopard(email), MAAC(LINE messaging provider), and EVERY8D(SMS provider) SepDec 2018 Junior Backend Developer, 17Media Real-time interactive quiz game in video streaming Implemented game mechanism and management interface Conducted stress test for up to 100K users playing game at the same time Scheduled notification module Dealt with max about 10M of message transmission in 15 minutes Streaming simulator Simulates users’ actions in video streaming Triggered by slack commands to simplify testing flow Educations SepJan 2018 Attended Graduate Institute of Electrical Engineering, National Taiwan University SepJan 2011 Attended Department of Bioenvironmental Systems Engineering, National Taiwan University
golang
Python
Shell Script
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
台灣大學
計算機科學
Avatar of 鄭翔元(Denny Cheng).
Avatar of 鄭翔元(Denny Cheng).
Past
資深工程師 @Velodash Inc.
2019 ~ 2023
Android / Flutter / Backend
Within one month
Denny Cheng ( 鄭翔元 ) I am a software engineer with diverse skills. From 2016 to 2018, I was responsible for Android and backend development (Python Flask). From 2019 to 2023, my main focus was on Flutter and React. In addition, I also use C# for side project development. My skill set spans across the development of applications for various platforms, and I maintain a curious and learning-oriented attitude towards new technologies. Taipei, Taiwan [email protected] EducationNational Cheng Kung University ( 國立成功大學 ) Computer Science and Information
Android
kotlin
JAVA
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立成功大學
資訊工程學系

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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