All work
Production systems, research, and experiments. Every case study covers the problem, the constraints, the architecture, the decisions, and what it achieved.
Showing 7 projects
PPE Monitor
Jul 2025 – Sep 2025
Production-deployed computer vision system for industrial safety at Pertamina facilities — full lifecycle from dataset curation to real-time dashboard.
94.2%
Detection Accuracy
AI-powered smart parking system using computer vision to detect vehicle presence in real-time, with edge computing and a live monitoring dashboard.
Hearth & Hair
Jan 2026 – Mar 2026
End-to-end service business web platform with automated booking, real-time calendar integration, and transactional email workflows. Shipped with real users.
S3 + CloudFront (global CDN)
Hosting
This portfolio ran end-to-end on AWS: static export on S3, served via CloudFront with a custom domain on Route 53, and a serverless visitor counter on Lambda + API Gateway + DynamoDB — fully automated with a GitHub Actions deploy pipeline. The site has since moved to Vercel.
YOLOv11 Research
Sep 2025 – Jan 2026
S1 thesis modifying YOLOv11 with Coordinate Attention on the neck module — improving small PPE object detection for industrial settings.
AIRIS
Mar 2025 – Apr 2025
IoT health screening system integrating ESP32-CAM edge devices with a centralized AI processing unit — containerized with Docker and optimized with MLOps pipelines.
Gold Tracker
2026 – Ongoing
Real-time gold price monitoring with automated scraping, API integration, data storage in Google Sheets, Looker Studio visualization, and Telegram bot alerts.
