Reza Samimi

- Designed novel clinical decision support system for diabetes risk prediction with intuitive visualizations andnatural language interfaces, fine-tuning small language models for query-to-grammar translation and engineering LLM prompts grounded in scientific literature - Built full-stack solution (Python/Flask backend, React frontend, Docker deployment) and conducted researchon human-centered AI explanations for clinical decision support

- Contributed to the development of computer vision techniques for Foreign Object Debris (FOD) detection on airport runways, optimizing object detection and image classification for small objects on resource-constrained edge devices - Contributed materials and technical expertise to EuroControl AI Training Course for aviation AI upskilling

- Implemented computer vision pipelines for intelligent resource management in construction/mining, building real-time vehicle tracking systems for truck identification, cargo detection, and license plate reading - Developed end-to-end ML workflows with data acquisition, preprocessing, training, optimization, and Jenkins CI/CD deployment, plus automated deep learning model training on AWS with scalable workflows - Applied OpenCV for feature detection, homography, contour processing, and morphological transformations, while designing time-series analysis models for fusing sensor and image data

Course: Artificial Intelligence, Designed homework problems and corrected programming assignments.

Taught “Introduction to Raspberry Pi Microcomputer” course at 1st International Conference on Internet of Things Applications and Infrastructure