CakeResume Talent Search

Advanced filters
On
4-6 years
6-10 years
10-15 years
More than 15 years
Avatar of Ted Li.
Avatar of Ted Li.
Past
Senior Firmware Engineer @Artesyn Embedded Technologies
2019 ~ 2022
韌體工程師/軟體工程師/控制工程師/演算法工程師/
Within one month
Skill Programming C/C++ Python Bash SQL AI (PyTorch, TensorFlow, Keras) Tool RTOS Embedded System Git Docker/Docker Compose MCU Development ADC, DAC, GPIO, PWM, DMA I2C, SPI, UART, RS232/RS485 Modbus RTU Platform Windows, Linux, macOS STM32, Raspberry Pi, ESP32 Library Multiprocessing, Multithreading Numpy, Scipy, Pandas asyncio Matplotlib Instrument Oscilloscope Logic Analyzer 6 1/2 Digit Multimeter DC Electronic Load AC Source Data Acquisition System Work Experience Senior Firmware Engineer • Artesyn Embedded Technologies • Taipei JanJun 2022 Pioneered AI-based optimization auto-tuning system, containerizing it as Linux-based application, which slashed server power
C
Python
C/C++
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
日本電氣通信大學 The University of Electro-Communications (UEC)
Robotics Engineering
Avatar of the user.
Avatar of the user.
Data Analyst & IoT Software Developer @FARAZ ERTEBAT
2021 ~ Present
Computer Vision / Deep Learning
Within one month
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 周君諦.
Avatar of 周君諦.
Senior AI Research/Engineer (part-time) @NeuroBonic Inc.
2022 ~ 2023
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
Chun-Ti (Peter) Chou AI (DL/ML) Researcher & Engineer / Signal Processing https://www.linkedin.com/in/chun-ti-chou/ [email protected]/Hsinchu, Taiwan Working Experience and Education Senior AI Research/Engineer NeuroBonic Inc. • MarchPresent As a core startup member, I am responsible for developing a DL framework for our emotion recognition solution. The team joined AppWorks AW#25 (JulyDec, a startup acceleration program. Skills : Digital Signal Processing (SciPy, Librosa), Deep Learning (PyTorch), Project Management Master's Degree, Computer Science and
Python
PyTorch
Machine Learning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Yang Ming Chiao Tung University
Computer Science
Avatar of Srideep Maulik.
Electrical/Software Engineer
More than one year
Internet of Things. University of Massachusetts-Amherst Electrical/Software Engineer Iselin,NJ [email protected] Skills UI/UX  Interface Design Web Design Sketch Bot Development Software Languages Java C/C++ Python Javascript (Node.js, React.js) Verilog Data Science Numpy Scipy Pandas Matplotlib T ensor Flow Plotly SQL Computer Aid Engineering Schematic Design: AutoCAD,, PSpice/HSpice Simulation Tools: Matlab/Simulink,Cadence,Multisim PCB Design: Eagle, Altium Embedded System Design Hardware Programming: Altera QuartuModelsim,FPGA , MPLAB/JTAG Experience Experience 01, FebPresent Lorem ipsum dolor sit amet, consectetur adipiscing
Python
Java
C
Open to opportunities
Full-time / Interested in working remotely
4-6 years
University of Massachusetts
Electrical Engineering
Avatar of the user.
Software Engineer / Backend Engineer
Within three months
FastAPI(Python)
System Design
GCP Compute Engine
Unemployed
Full-time / Interested in working remotely
6-10 years
中原大學 Chung Yuan Christian University
資訊工程學系
Avatar of Benjamin Deporte.
Avatar of Benjamin Deporte.
AI, Machine Learning and Data Manager @IRT Saint Exupery
2021 ~ Present
Data Analyst、Data Scientist、AI Engineer、Project Manager
Within one month
business positions : - Business Manager France for outdoor lighting (Philips), 50 M€, 33p - General Manager civil works (Vinci Energy), 75M€, 459p - Business Unit Manager (Veolia), 47 M€, 280p Strategic leadership roles without direct management : - General Manager Europe, MultiVendor Services (General Electric) - Sales consultant and bid manager (MBDA) EducationEngineering and Mathematics - École Polytechnique, PalaiseauGeneral Engineering - MINES ParisTech, Ecole des Mines de ParisMaster in Artificial Intelligence and Machine Learning - Université Paul Sabatier Toulouse IIIExecutive Master Cybersecurity - Télécom Paris Software Python , ML packages (Scikit, Scipy, TF, PyTorch) Git, GitHub VS Code, AWS, Docker Languages English (lived for 3 years in the US) French (native)
Proficiency in Artificial Intelligence and Machine Learning
Knowledgeable in cybersecurity
Project and Account management
Employed
Full-time / Interested in working remotely
6-10 years
Télécom Paris
Cybersecurity
Avatar of the user.
Avatar of the user.
Data Analyst @R STUDIO
2022 ~ Present
Software Engineer
Within one year
Word
PowerPoint
Excel
Studying
Intern / Not interested in working remotely
4-6 years
BISE LAHORE BOARD
Metric
Avatar of Lea Yeh.
Offline
Avatar of Lea Yeh.
Offline
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
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 University Computer Science - Data Mining
Python
SQL
Splunk
Employed
Full-time / Interested in working remotely
4-6 years
National Chiao Tung University
Computer Science
Avatar of Wendly Li.
Avatar of Wendly Li.
Senior Software Engineer @Google
2021 ~ Present
Senior Software Engineer
Within six months
Implemented driver for flow sensor, PT sensor and tri-color leds Familiar with Sysvinit, Systemd, dbus Implemented HAL, daemons, apps in go and python Familiar with mqtt, WebSocket, restful API Familiar with RxRust, Asyncio Familiar with sqlite ORM. Includes peewee(py), GORM(go) Open source project porting Ported numpy, scipy, pandas, scikit-learn to yocto Ported rust-qt/ritual to yocto Investigated and fixed the most complicated issues MCU · RTOS Familiar with esp32, FreeRTOS Implemented ulp program which is written in Assembly Implemented HAL and framework for easily porting Implemented http client and server Software Development Agile Development
C
C++
Java
Employed
Not open to opportunities
Full-time / Interested in working remotely
10-15 years
Tamkang University
Aerospace
Avatar of Huang Yen Chun.
Avatar of Huang Yen Chun.
AI enigneer @, Coretronic Inc.
2019 ~ Present
More than one year
the fabrication effectiveness. Conduct biological experiments with different type of optical spectroscopy , including total-internal-reflection spectroscopy TIRF , fluorescence spectroscopy , laser scanning confocal microscopy. AugJunMental counsultant Pingtong 298 Mechanized Infantry 學歷National Taiwan University Master Applied PhysicsNational Taiwan University Bachelor Physics 技能 Python: Scientific computing: numpy, scipy Web framework: flask, Django Machine-learning: scikit-learn, keras, gensim, tensorflow Nework investigation: networkx Javascript: cytoscape.js, highcharts.js, D3.js Database: mongodb, SQL, Postgres 語言 Mandarin. Native Fluency Taiwanese Native Fluency English. Professional Fluency(TOEFL score: reading(27), listening(24), speaking(18
Python
C++
AI Project Management
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Master Applied Physics

The Most Lightweight and Effective Recruiting Plan

Search resumes and take the initiative to contact job applicants for higher recruiting efficiency. The Choice of Hundreds of Companies.

  • Browse all search results
  • Unlimited access to start new conversations
  • Resumes accessible for only paid companies
  • View users’ email address & phone numbers
Search Tips
1
Search a precise keyword combination
senior backend php
If the number of the search result is not enough, you can remove the less important keywords
2
Use quotes to search for an exact phrase
"business development"
3
Use the minus sign to eliminate results containing certain words
UI designer -UX
Only public resumes are available with the free plan.
Upgrade to an advanced plan to view all search results including tens of thousands of resumes exclusive on CakeResume.

Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
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