AI Engineering Intern
Kontrolmatik Teknoloji · Internship · Istanbul
While the growth of the modern urban environment and our increasing entanglement with technology give rise to new problems, humanity is also developing projects and taking measures to address these issues.
- Developed a real-time OHS compliance monitoring system using YOLO to detect PPE (helmet, vest) violations from live video streams.
- Built and optimized computer vision pipelines for accurate and low-latency detection.
- Designed detection logic to classify safety violations and trigger instant alerts.
- Containerized AI models using Docker and supported CI/CD pipelines for scalable deployment.
- Co-developed a real-time IoT dashboard using ThingsBoard to visualize critical sensor data.
- Built a responsive mobile application interface using Flutter, focusing on UI/UX best practices.
- Optimized machine learning workflows to improve data processing efficiency.
- Curated and annotated a dataset of 4,000+ images, improving model performance and accuracy.
- Contributed to the development of an AI-based camera recognition system.