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Taipei City, Taiwan
Avatar of 宋浩茹 Ellie Sung.
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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in medical Q&A applications, improving model performance by 2.01% . Efficiency Optimization: Utilized Low-Rank Adaptation (LoRA) for training LLM, reducing parameter training volume to 2% , decreasing memory usage by 70%, and increasing training speed by 25%. Architecture Optimization: Used Direct Preference Optimization (DPO) to optimize Reinforcement Learning, improving model efficiency and decision quality. [ G itHub ] Graduate Research Assistant OctOct 2023 Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) Publication: Published in ACM CIKMSequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models . [ Paper
Python
R
Natural Language Processing (NLP)
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4-6 years
國立政治大學(National Chengchi University)
資訊科學系
Avatar of Ted Li.
Offline
Avatar of Ted Li.
Offline
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
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
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

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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