I am an Informatics Engineering graduate and AI Engineer / Full-Stack Developer based in Pekanbaru, Indonesia. I build machine learning models as well as the production systems needed to deploy them into practical, secure applications.
I have research experience in explainable machine learning, especially network security and DDoS detection. As the first author of a published paper, I developed and validated a real-time intrusion detection prototype using XGBoost, Random Forest, SHAP, packet capture, and flow-based analysis.
I also develop full-stack web products using React, Node.js, REST APIs, SQL, MySQL, and Cloudflare services. My production work includes online stores with payment integrations, automated top-up workflows, dashboards, uploads, scheduled jobs, and secure webhook processing.
I focus on writing reliable and secure software. My experience includes rate limiting, server-side sessions, upload validation, automated testing, OWASP vulnerability assessment, webhook signature verification, and concurrency handling.
I am BNSP-certified as a Junior Web Developer and Junior Network Administrator, and I hold Red Hat system administration certification. I am open to relocating to Jakarta and available for on-site opportunities where I can contribute across AI, backend, and full-stack engineering.
Supported doctoral research on forest-fire hazard prediction using Python-based machine learning workflows.
Compared XGBoost and neural-network classifiers and developed LSTM models that achieved over 90% accuracy on benchmark datasets.
Build and maintain client web systems end to end, including Dragon Store and an online store for BUMDes Langgam Sako.
Integrate frontend and backend services through REST APIs and implement rate limiting, webhook signature verification, upload validation, server-side sessions, and automated tests.
Build and maintain company websites while providing project-based IT support.
Documented more than 10 vulnerabilities in internal web applications based on OWASP Top 10 guidance and drafted SOPs for a city-level government project.
Supported radio access and telecommunications infrastructure activities.
Performed device installation and network repair work as part of a technician internship.
Bachelor of Engineering, Informatics Engineering
GPA: 3.52/4.00. Thesis: DDoS attack detection using machine learning with an Explainable AI (XAI) approach.
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