Muhammad Hafiz

About Me

Recent Computer Engineering graduate with 2+ years of research experience in Artificial Intelligence and Machine Learning. Published researcher in IEEE conference with expertise in deep learning, computer vision, and medical image classification.

Education

Universitas Syiah Kuala

Aug 2019 - Nov 2024

Bachelor of Computer Engineering

Coursework: Machine Learning, Deep Learning, Computer Vision, Data Structures & Algorithms, Software Engineering

Academic Exchange Programs

Kampus Merdeka - Government Funded

Software Engineering Exchange

  • Universitas AMIKOM Yogyakarta: Ethical Hacking and Cybersecurity (Grade: 4.0/4.0)
  • Universitas Dian Nuswantoro: Mobile Computing, Data Mining (Grade: 3.79/4.0)
  • Universitas Gadjah Mada: Digital Image Processing (Grade: 3.25/4.0)
  • Universitas Indonesia: Information Security (Grade: 3.0/4.0)

Experience

Research Assistant

May 2022 - Nov 2024

Universitas Syiah Kuala, Banda Aceh, Indonesia

  • Collaborated with Prof. Dr. Ir. Roslidar on breast thermal image classification research using CNN-XGBoost
  • Developed balanced dataset of 1,842 images (614 per class across 3 classes)
  • Implemented deep learning feature extraction using VGG16 and ResNet50 architectures
  • Achieved 72.89% validation accuracy with VGG16-XGBoost and 73.17% with ResNet50-XGBoost
  • Co-authored research paper published in 2024 IEEE CENIM Conference

Machine Learning Student

Feb 2022 - Jul 2022

Bangkit Academy (Google-led Program), Indonesia

  • Selected as 1 of 3,100 students for Google's premier academy program
  • Mastered key AI concepts and applications for machine learning problems
  • Led development of BADI (Business Analytics Daily Income) - Capstone Project
  • Earned TensorFlow Developer Certificate

Internship Trainee

Jul 2022 - Aug 2022

Telkom Indonesia, Banda Aceh, Indonesia

  • Assigned to Integrated Operation Center (IOC) at Plasa Telkom
  • Analyzed and optimized telecommunications services across Aceh region
  • Gained experience in network operations and service delivery optimization

Skills

Programming

PythonSQLJavaScript

Machine Learning

TensorFlowScikit-learnXGBoostPandasNumPyCNNVGG16ResNet50

Tools

Google ColabJupyterGitGitHub

Specializations

Deep LearningComputer VisionData ProcessingModel Evaluation

Certifications & Achievements

IEEE Conference Publication

2024

Co-authored research paper in IEEE CENIM Conference, indexed in IEEE Xplore

TensorFlow Developer Certificate

2022

Proficiency in Computer Vision, CNNs, NLP, and real-world image processing

Bangkit Academy Graduate

2022

Selected from competitive pool for Google-led Machine Learning program

Machine Learning Specialization

2022

5 certificates completed through Coursera