Open to opportunities

Muhammad Rafiansyah User

@muhammadrafiansyahus

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Informatics graduate specializing in AI and Python development for real-world computer vision and ML solutions.

Indonesia

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What I'm looking for

I seek a collaborative role applying AI and Python to solve real-world problems, with opportunities to build end-to-end ML systems, grow technically, and contribute to impactful projects.

I am an Informatics graduate from Gunadarma University with hands-on experience developing AI-driven applications using Python, Flask, and modern CV and deep learning toolkits. I have built production-oriented projects including a face recognition attendance system and a brain tumor detection pipeline.

My work blends practical engineering and research: I designed end-to-end ML workflows, used YOLOv8 and OpenCV for detection and preprocessing, integrated models into Flask APIs, and managed data with Firebase. I am skilled with transformer-based LLM concepts, fine-tuning, and prompt engineering.

I enjoy collaborative development and teaching, having contributed to client web applications and served as a coding trainer guiding students in programming logic, game development, and robotics. I seek roles where I can apply AI and Python to solve impactful problems and continue growing technically.

Experience

Work history, roles, and key accomplishments

Coding Trainer

Mechatron Robotic School

Oct 2022 - Oct 2025 (3 years)

Taught coding for game development and hardware programming, guiding students on programming logic, interactive game design, and robotics hardware assembly with hands-on projects.

Python Game Development Robotics Teaching Curriculum Design Mentoring Problem Solving

AI/ML Research Student

Gunadarma University

Sep 2021 - Aug 2025 (3 years 11 months)

Developed a face recognition attendance system and a brain tumor detection pipeline using YOLOv8 and OpenCV, packaging models into Flask APIs and improving robustness via augmentation and validation.

Python OpenCV YOLOv8 TensorFlow Flask Validation Computer Vision

Web Application Developer

Trans Zigot

Nov 2024 - Feb 2025 (3 months)

Collaborated on client projects to develop a web application for promoting and booking Elf car rentals and holiday packages, delivering front-end and back-end features across the booking workflow.

Python Flask JavaScript REST APIs Firebase OpenCV Git Web Development

Education

Degrees, certifications, and relevant coursework

Gunadarma University

Bachelor Degree in Informatics, Informatics

2021 - 2025

Grade: 3.79 / 4.00

Activities and societies: Informatics Lab work (Python, SQL); developed face recognition attendance system and brain tumor detection thesis project.

Pursuing a Bachelor Degree in Informatics with coursework and projects focused on programming, machine learning, and deep learning; thesis involved brain tumor detection using YOLOv8 and OpenCV.