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Gibran Daffa

@gibrandaffa

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Machine Learning engineer and web developer focused on practical MLOps solutions.

Indonesia

Message

What I'm looking for

I seek roles where I can apply ML and web development skills in production, learn MLOps best practices, work in collaborative teams, and build impactful, deployable ML systems with opportunities for growth.

I am a curious technologist and self-driven machine learning engineer and web developer who started coding in junior high and has built projects ranging from CMS-driven websites to CNN-based image classifiers. I have practical experience in building models and deploying web applications, and I focus on creating efficient, production-ready solutions such as an 8MB CNN model achieving 85% accuracy for a 37-class flower classifier.

I complement my technical work with hands-on training experience as an AI trainer and data annotator, and I have completed intensive bootcamps and Dicoding coursework covering MLOps, ETL, back-end development with Go/Gin, TensorFlow, and CI/CD practices. I enjoy problem solving, critical thinking, and continuous learning, and I deliver functional systems—from back-end CMS sites using CodeIgniter to end-to-end ML projects with monitoring and reproducibility.

Experience

Work history, roles, and key accomplishments

Current

AI Trainer

Current

DataAnnotation

May 2025 - Present (4 months)

Performed data annotation and AI training tasks, completing numerous projects that required English reading/writing, strong problem solving, and creative thinking.

Data Annotation QA English Communication Problem Solving Python AI Training Attention To Detail

Current

Web Developer

Current

Muslimat Dewan Da’wah

Jan 2022 - Present (3 years 8 months)

Developed a full-featured CMS website with admin and landing pages using CodeIgniter, vanilla HTML/CSS/JS to manage articles and images for the organization.

PHP CodeIgniter HTML CSS JavaScript CMS MySQL MariaDB

Machine Learning Engineer

FlorAI (capstone project)

Feb 2025 - Apr 2025 (2 months)

Built a CNN-based flower classification web app, collecting 13,000+ images across 37 categories and delivering an 85% accurate 8MB model; project ranked Top 15 in the capstone.

TensorFlow CNN Python Data Collection MLOps

Back-end Developer (Bootcamp)

Telkom DigiUp

Oct 2024 - Nov 2024 (1 month)

Completed back-end web development training, learned Go and Gin framework and implemented a login web page project demonstrating authentication flow.

Go Gin REST APIs Authentication Web Security Git

Education

Degrees, certifications, and relevant coursework

SMK Vinama 2 Bekasi

Vocational Secondary Education, Computer and Network Engineering

2022 - 2025

Activities and societies: Participated in bootcamps and coding programs; completed projects including web development for an organization and machine learning coursework.

Completed vocational secondary education majoring in Computer and Network Engineering (TKJ) with practical training in networking and web development.