Summary
Overview
Work History
Education
Skills
Personality Traits
Timeline
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Ya-Yun Cheng

Ya-Yun Cheng

Master
Taiwan (R.O.C.)

Summary

  Hands-on experience spans both software and firmware domains, with ongoing projects involving the integration of control and human-machine interface production with organic electronics, alongside exploration of hardware-aware neural network architecture search and application strategies for edge hardware. Currently engaged in the publication process of a journal article on hardware-aware computing, adept at designing experimental procedures and conducting thorough literature research crucial for R&D endeavors. Past involvement includes a Ministry of Science and Technology project focusing on hardware-aware neural network architecture search for efficient edge hardware computing and co-design of edge computing accelerators, fostering deep insights into neural network search algorithms.

Overview

4
4
years of professional experience

Work History

Assistant Engineer

TURN CLOUD TECHNOLOGY SERVICE INC.
11.2020 - 04.2022
  • SKILLS: Batch / Shell Script, Python
  • Project: Developed test scripts using Batch/Shell to verify and test updated terminal version systems. During system testing, if scenarios not covered in the process occurred, logs from the testing machines were retrieved, and key information was extracted from these files for quick error analysis. Organized and categorized data based on machine models and testing units, and designed and implemented an automated testing system.

Part-time Lecturer

Chuan Sheng Autornation Co.,Itd
07.2018 - 07.2018
  • SKILL: C/C++
  • Project: Utilized C/C++ in conjunction with an Arduino control board and various sensors to create a simple control box. During the IoT event held at the Ten Drum Sugar Factory park, served as an instructor representing Chuan Sheng Automation Ltd., guiding participants through the project. Responsibilities included everything from initial programming to creating PowerPoint presentations, as well as serving as the event speaker for two days.

Education

Master of Science - Department of Electrical Engineering

National Chung Cheng University
Chiayi County 621301 , Taiwan (R.O.C.)
04.2001 -

Bachelor of Science - Department of Electrical Engineering

I-Shou University
Kaohsiung City 840203 , Taiwan (R.O.C.)
04.2001 -

Skills

  • Dissertation
    IEEE Access: Hardware-Aware Iterative One-Shot Neural Architecture Search with Knowledge Distillation for Efficient Edge Computing (Currently submitting applications)
  • Project
    1 Hardware-Aware Neural Network Architecture Search and Application Strategies for Edge Devices
    2 Optimization of Supernet Training Methods for Neural Architecture Search
    3 Voice Denoising Project
  • Course
    Machine Learning
    Computer Vision
    Artificial Intelligence
    Speech Processing
  • #Machine Learning #Python #C

    Personality Traits

    I am a skilled communicator adept at effectively coordinating team efforts. Currently pursuing my studies at the VLSI Signal Processing Laboratory, Department of Electrical Engineering, Chung Cheng University. With a wealth of practical experience and a diverse academic background, I am confident in my abilities as an engineer. As someone with extensive experience in teamwork and a passionate, energetic approach, I believe I can excel in the field of engineering.

    Timeline

    Assistant Engineer

    TURN CLOUD TECHNOLOGY SERVICE INC.
    11.2020 - 04.2022

    Part-time Lecturer

    Chuan Sheng Autornation Co.,Itd
    07.2018 - 07.2018

    Master of Science - Department of Electrical Engineering

    National Chung Cheng University
    04.2001 -

    Bachelor of Science - Department of Electrical Engineering

    I-Shou University
    04.2001 -
    Ya-Yun ChengMaster