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Data Engineer @Rooit Inc. (XO App)
2023 ~ 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
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Python
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中國醫藥大學(China Medical University)
臨床醫學研究所
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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
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國立政治大學(National Chengchi University)
資訊科學系
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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
Ted Li Senior Firmware Engineer Over 6 years of firmware/software development expertise as a Senior Firmware Engineer, specializing in embedded systems, cross- functional projects, and RL-optimizations. Driving global technical innovations and training. New Taipei City, Taiwan [email protected] https://github.com/armcortex https://www.linkedin.com/in/ted-li/ https://about.armcortex.cc/ Skill Programming C/C++ Python Bash SQL AI (PyTorch, TensorFlow, Keras) Tool RTOS Embedded System Git Docker/Docker Compose
C
Python
C/C++
Unemployed
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6-10 years
日本電氣通信大學 The University of Electro-Communications (UEC)
Robotics Engineering
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DevSecOps工程師 @巨展數位科技
2023 ~ Present
架構師、技術主管、DevOps(DevSecOps,DataOps,MLOps)
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Delivery ,CD)進而將軟體開發過程的活動透過自動化導入更能夠以敏捷完成。因而目前研究主題除原機器學習中的監督學習(Supervised learning)、非監督學習(unsupervised learning)、半監督學習(Semi-supervised learning)、強化學習(Reinforcement learning)。另外機器學習相關軟體工程中的DataOps與MLOps感到興趣。在持續訓練(Continuous training
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淡江大學-資訊工程所-博士班
資訊工程所
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AI應用工程師 @碁仕科技
2018 ~ Present
軟體工程師
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Ivan Lee 李逸帆 Master of Computer Science Hsinchu, Taiwan Research and develop algorithms in my company. Cooperate with domestic and foreign manufacturers to use AI technology to solve problems that traditional algorithms cannot overcome. Completed or ongoing projects include defect detection, text recognition (OCR), airplane detection, random bin picking, bottle inspection, point cloud image cutting, and robotic arm grasping by reinforcement learning. Cellphone:Gmail: [email protected] Personal Web: https://www.ivan-lee.me/ Blog: https://medium.com/change-the-world-with-technology Work
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Reinforcement Learning
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長榮大學
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升0.3mAP的效能。以下為我的優勢能力: 資料科學的研究開發能力: 研發演算法來符合產品的資源限制以及控制頻率。利用Reinforcement Learning改善最新的transformer-based物件偵測模型,能夠結合多種不同種類的機器學習種類。 深度學習與應用場域的知識: 物件偵測、物件
Python
machine learning
Data Analysis
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4-6 years
國立中央大學 National Central University
人工智慧
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AI, Machine Learning and Data Manager @IRT Saint Exupery
2021 ~ Present
Data Analyst、Data Scientist、AI Engineer、Project Manager
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Cybersecurity for Space Systems project - project leader of collaborative project with Thales Alenia Space, Rhea Groupe France, Centre National d'Etudes Spatiales, Ecole de l'Air et de l'Espace, Laboratoire d'Analyse et d'Architecture des Systèmes - driving AI work package research on anomaly detection, Natural Langage Processing, Explainability, Reinforcement Learning, Large Langage Models, applied to cybersecurity - Business Development : built relationships and projects pipeline with with major healthcare institutions (CHU Toulouse, Oncopole) and research institutes (LAAS, Institut Mathématiques Toulouse) Entrepreneur • EGBP ( JuneAprilCreated and developed a small business in construction engineering Business Leader • General Electric, Veolia, Vinci, MBDA, Philips ( SeptemberMayRan
Proficiency in Artificial Intelligence and Machine Learning
Knowledgeable in cybersecurity
Project and Account management
Employed
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6-10 years
Télécom Paris
Cybersecurity
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工程師 @永豐金證券
2018 ~ Present
Python Developer, Rust Developer, BigData Engineer
Within one year
式設計(generative-design)與算圖工作。 Education 國立東華大學 藝術創意產業學系Skills Python Numpy / Pandas / Polars Celery FastAPI Visualization Rust Tauri Poem Tokio Polars CICD Docker Docker-compose K8S Gitlab CI Github Action Deep Learning CNN / RNN / GNN Reinforcement Learning Tensorflow Pytorch Keras Other Language Rust javascript Swift C / C++ Dart Design Photoshop illustrator After Effects Cinema 4D 3D Modeling / Rendering Generative Design Side Project TradingGym more 這個專案啟發於openai的gym,gym
Python
pytorch
CINEMA 4D
Employed
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4-6 years
國立東華大學 | National Dong Hwa University
Arts and Creative Industries
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ML / Data Engineer
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Full-time / Not interested in working remotely
6-10 years
交通大學
資訊工程
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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
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應用 - 工廠製程之品質軟測量(Soft Sensors)模型建立 2. AI應用 - 製
Simulink
OpenCV
Azure
Employed
Full-time / Interested in working remotely
4-6 years
Chung Yuan Christian University
Master in Chemical Engineering

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Within one month
Senior Firmware Engineer
Logo of Artesyn Embedded Technologies.
Artesyn Embedded Technologies
2019 ~ 2022
New Taipei City, Taiwan
Professional Background
Current status
Unemployed
Job Search Progress
Ready to interview
Professions
Embedded Developer, Firmware Engineering, Python Developer
Fields of Employment
Artificial Intelligence / Machine Learning, Hardware, Software
Work experience
6-10 years
Management
None
Skills
C
Python
C/C++
Communication
RTOS
AI
Reinforcement learning
Bash
Docker
Git
Linux
Embedded Systems
Pytorch
Tensroflow
MCU
I2C/SPI/GPIO
Logic Analyzer
Oscilloscope
UART
Cross-domain integration
SQL
Languages
Chinese
Native or Bilingual
English
Professional
Job search preferences
Positions
韌體工程師/軟體工程師/控制工程師/演算法工程師/
Job types
Full-time
Locations
台灣台北, 台灣新北市
Remote
Interested in working remotely
Freelance
No
Educations
School
日本電氣通信大學 The University of Electro-Communications (UEC)
Major
Robotics Engineering
Print

Ted Li

Senior Firmware Engineer

Over 6 years of firmware/software development expertise as a Senior Firmware Engineer, specializing in embedded systems, cross- functional projects, and RL-optimizations. Driving global technical innovations and training.

  New Taipei City, Taiwan    [email protected]   https://github.com/armcortex

https://www.linkedin.com/in/ted-li/    https://about.armcortex.cc/

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

Jan 2019 - Jun 2022

  • Pioneered AI-based optimization auto-tuning system, containerizing it as Linux-based application, which slashed server power supply embedded system development durations by 96%.

  • Devised Python-based automated testing tool, enhancing EE and Design Quality teams' efficiency by 60%, dramatically reducing manual testing efforts.

  • Directed 5+ RTOS training sessions in Embedded C, laying foundation for global sites transitioning to RTOS-based product ecosystem.
  • Architected advanced embedded system security platform for server power supply systems at global sites using C. Utilized Bash for integrating various essential security-related tools into the platform. This development bolstered client trust and elevated market credibility by 25%.

  • Designed universal calibration framework for top clients like Dell, HP and Lenovo, accelerating R&D product development by 30% and streamlining testing processes.
  • Crafted OOP-based framework with design patterns in Python, bolstering adaptability, supporting 10+ diverse instruments spanning various brands and models.
  • Devised modular Excel-based behavior testing tool for Design Quality team, slashing test development time by over 50%. This tool has become pivotal for testing processes.

Key AchievementSpearheaded AI-optimized embedded systems, slashing development by 96%. Through cross-functional collaboration, boosted EE and DQ teams' efficiency by 60%, while innovating with OOP and RTOS training.


Firmware Engineer  •  Signatude Co., Ltd  •  New Taipei

Nov 2015 - Sep 2018

  • Engineered multifunction measurement system using RTOS; adeptly managing 3-stage analog multiplexers, 24-bit Sigma-Delta ADC, MCU, and FPGAs.
  • Developed a Python-driven auto-calibration system, integrating a PCI control card using C++ to interface with DLLs. This innovation enhanced testing efficiency by 40%, ensuring precision across diverse measurements.
  • Designed IoT integration for Big Data, merging firmware and software through Python and MySQL. Achieved seamless sync with SQL Server.

Key Achievement : Pioneered an RTOS-driven multifunction measurement platform; enhanced precision through auto-calibration, achieving a 40% surge in testing efficiency.

Education

Sep 2012 - Jun 2015

Tamkang University, New Taipei, Taiwan

Robotics Engineering

  • Thesis: Picture-Based Drafting System for Robot Manipulators

Focus: Robotics, Manipulator Motion Control, Path Planning, Image Processing

Apr 2014 - Mar 2015

The University of Electro-Communications, Tokyo, Japan

Robotics Engineering

  • Project: Convolutional Neural Network based on Embedded System

Focus: Machine Learning, Classification, Image Processing, Embedded System

Aug 2008 - Jun 2012

The University of Electro-Communications, Tokyo, Japan

Robotics Engineering

  • Project: The Heating Constant Temperature Control System Design for New Strapping Machine

Focus: Control System, System Identification, Embedded System, Circuit Design

Resume
Profile

Ted Li

Senior Firmware Engineer

Over 6 years of firmware/software development expertise as a Senior Firmware Engineer, specializing in embedded systems, cross- functional projects, and RL-optimizations. Driving global technical innovations and training.

  New Taipei City, Taiwan    [email protected]   https://github.com/armcortex

https://www.linkedin.com/in/ted-li/    https://about.armcortex.cc/

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

Jan 2019 - Jun 2022

  • Pioneered AI-based optimization auto-tuning system, containerizing it as Linux-based application, which slashed server power supply embedded system development durations by 96%.

  • Devised Python-based automated testing tool, enhancing EE and Design Quality teams' efficiency by 60%, dramatically reducing manual testing efforts.

  • Directed 5+ RTOS training sessions in Embedded C, laying foundation for global sites transitioning to RTOS-based product ecosystem.
  • Architected advanced embedded system security platform for server power supply systems at global sites using C. Utilized Bash for integrating various essential security-related tools into the platform. This development bolstered client trust and elevated market credibility by 25%.

  • Designed universal calibration framework for top clients like Dell, HP and Lenovo, accelerating R&D product development by 30% and streamlining testing processes.
  • Crafted OOP-based framework with design patterns in Python, bolstering adaptability, supporting 10+ diverse instruments spanning various brands and models.
  • Devised modular Excel-based behavior testing tool for Design Quality team, slashing test development time by over 50%. This tool has become pivotal for testing processes.

Key AchievementSpearheaded AI-optimized embedded systems, slashing development by 96%. Through cross-functional collaboration, boosted EE and DQ teams' efficiency by 60%, while innovating with OOP and RTOS training.


Firmware Engineer  •  Signatude Co., Ltd  •  New Taipei

Nov 2015 - Sep 2018

  • Engineered multifunction measurement system using RTOS; adeptly managing 3-stage analog multiplexers, 24-bit Sigma-Delta ADC, MCU, and FPGAs.
  • Developed a Python-driven auto-calibration system, integrating a PCI control card using C++ to interface with DLLs. This innovation enhanced testing efficiency by 40%, ensuring precision across diverse measurements.
  • Designed IoT integration for Big Data, merging firmware and software through Python and MySQL. Achieved seamless sync with SQL Server.

Key Achievement : Pioneered an RTOS-driven multifunction measurement platform; enhanced precision through auto-calibration, achieving a 40% surge in testing efficiency.

Education

Sep 2012 - Jun 2015

Tamkang University, New Taipei, Taiwan

Robotics Engineering

  • Thesis: Picture-Based Drafting System for Robot Manipulators

Focus: Robotics, Manipulator Motion Control, Path Planning, Image Processing

Apr 2014 - Mar 2015

The University of Electro-Communications, Tokyo, Japan

Robotics Engineering

  • Project: Convolutional Neural Network based on Embedded System

Focus: Machine Learning, Classification, Image Processing, Embedded System

Aug 2008 - Jun 2012

The University of Electro-Communications, Tokyo, Japan

Robotics Engineering

  • Project: The Heating Constant Temperature Control System Design for New Strapping Machine

Focus: Control System, System Identification, Embedded System, Circuit Design