Resume

Sumary

Muhammad Ilham Ashiddiq

An ML and Data Science Researcher with with 2+ years of experience with Machine Learning Modeling, Machine Learning Flow, Python, R Programming who has big interest in AI and Machine Learning Engineering.

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My: RESUME

Education

Master of Science in Mechanichal and Mechanical Electronic

Ming Chi University of Technology, New Taipei, Taiwan

2021 - 2023

Bachelor of Engineering in Electrical Engineering

Universitas Internasional Batam, Batam, Indonesia

2014 - 2019

Bachelor of Science in Electronic Engineering

Sun Moon University, Chonan, South Korea

2017 - 2019

Professional Experience

Information Technology Lecturer

Sep 2024 - Present

Universitas Internasional Batam (Part-Time), Batam, Indonesia

  • Create materials and teach embedded systems and iot practicums.
  • Guide students on iot and embedded systems projects.

Research Assistant

Nov 2023 - Jul 2024

National Taipei University of Business (Contract), New Taipei, Taiwan

  • Reduce costs on web data dashboard development by building a complete solution from server setup to web app deployment using Python (Dash).
  • Conducted extensive research in Python on applying defect detection with few-shot learning under limited class conditions, utilizing image enhancement techniques for data augmentation. And improving the model accuracy by 22%.

Research Assistant

Mar 2021 - Jul 2023

Ming Chi University of Technology (Full-Time), New Taipei, Taiwan

  • Utilized Python, R, and Matlab to implement supervised and unsupervised models.
  • Developed, optimized, and debugged Python code for Machine Learning projects implemented data visualization, data cleaning, feature selection, classification and regression tasks and improved the efficiency of algorithms by performing hyperparameter tuning.
  • Developed a Python-based solution to classify defects on steel surface images using multiple Few-shot learning models, performing comparisons and adjusting parameters based on performance outcomes.

iOS App Developer

Mar 2020 - Des 2020

Apple Developer Academy (Internship), Batam, Indonesia

  • Learned the iOS software developing environment, from generated an idea, designed the UI, Tested, and solved a problem with an app solution.
  • Worked in a team and be a frontend engineer, implementing UI designs for an app that was released on the App Store.