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Registered Nurse (ICU) since 2017 and software/AI specialist, combining clinical domain knowledge with deep learning and full-stack engineering. I build AI-powered medical image analysis pipelines and healthcare data systems that integrate into real workflows. Currently, I’m completing an MSc thesis on AI-powered dental segmentation using YOLOv11m, SAM, and Mask R-CNN for panoramic X-ray images. Professionally, I design and deliver enterprise healthcare solutions across data pipelines, intelligent analytics, and medical device platforms.…Registered Nurse (ICU) since 2017 and software/AI specialist, combining clinical domain knowledge with deep learning and full-stack engineering. I build AI-powered medical image analysis pipelines and healthcare data systems that integrate into real workflows. Currently, I’m completing an MSc thesis on AI-powered dental segmentation using YOLOv11m, SAM, and Mask R-CNN for panoramic X-ray images. Professionally, I design and deliver enterprise healthcare solutions across data pipelines, intelligent analytics, and medical device platforms.

MEHMET SAIT OGUZ

Programmer, Developer, Data Scientist, +4

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Registered Nurse (ICU) since 2017 and software/AI specialist, combining clinical domain knowledge with deep learning and full-stack engineering. I build AI-powered medical image analysis pipelines and healthcare data systems that integrate into real workflows. Currently, I’m completing an MSc thesis on AI-powered dental segmentation using YOLOv11m, SAM, and Mask R-CNN for panoramic X-ray images. Professionally, I design and deliver enterprise healthcare solutions across data pipelines, intelligent analytics, and medical device platforms.…Registered Nurse (ICU) since 2017 and software/AI specialist, combining clinical domain knowledge with deep learning and full-stack engineering. I build AI-powered medical image analysis pipelines and healthcare data systems that integrate into real workflows. Currently, I’m completing an MSc thesis on AI-powered dental segmentation using YOLOv11m, SAM, and Mask R-CNN for panoramic X-ray images. Professionally, I design and deliver enterprise healthcare solutions across data pipelines, intelligent analytics, and medical device platforms.

Available to hire

Registered Nurse (ICU) since 2017 and software/AI specialist, combining clinical domain knowledge with deep learning and full-stack engineering. I build AI-powered medical image analysis pipelines and healthcare data systems that integrate into real workflows.

Currently, I’m completing an MSc thesis on AI-powered dental segmentation using YOLOv11m, SAM, and Mask R-CNN for panoramic X-ray images. Professionally, I design and deliver enterprise healthcare solutions across data pipelines, intelligent analytics, and medical device platforms.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Advanced

Portuguese

Intermediate

Turkish

Fluent

Work Experience

AI Consultant & Specialist at Galileo Medical Technologies

April 1, 2024 - Present

Led AI architecture design for the Galileo Medical Device Tracking System using Angular, Java/Spring Boot, Kafka, and MariaDB. Built deep-learning pipelines for medical image analysis (YOLOv11, SAM, Mask R-CNN) to support clinical workflows. Designed intelligent analytics infrastructure for the Galibox ICU device data-collection platform. Guided research and contributed to AI-powered Clinical Information System and SaaS healthcare product strategy.

Intern at Firat University Faculty of Technology

July 31, 2022 - July 22, 2025

Software engineer intern working on roboc coding, mapping and wayfinding algorithms.

Super Entegrator at Super Entegrator

June 30, 2022 - July 22, 2025

Worked as a long term intern software engineer focusing on data science. Responsibilities included organizing information to be presented in a clear and concise manner, analyzing data to identify areas for improvement, and conducting research on the latest industry trends and technologies to keep the team up-to-date on best practices, resulting in more efficient workflows.

Software Engineering Intern at Firat University, Faculty of Technology

June 1, 2021 - July 1, 2022

Developed robotic coding, mapping, and wayfinding algorithms as part of engineering research and development work.

Long-Term Software Engineer Intern at Super Entegrator

February 1, 2021 - June 1, 2022

Contributed to data science projects including analysis, visualization, and structured reporting. Researched emerging technology trends to streamline team workflows and improve engineering practices.

Registered Nurse — ICU & Clinical Services at Inonu University Turgut Ozal Medical Center

April 1, 2017 - Present

Worked across ICU settings including Adult, Burn, Reanimation, and Covid-19 ICUs. Also served in International Patient Services and held leadership responsibilities as Supervisor Nurse and Quality Nurse for long-term clinical operations.

Nurse at Inonu University Turgut Ozal Medical Center

April 1, 2017 - Present

Intensive care nurse in various units including Intensive Care Unit, Adult Burn Intensive Care Unit, Reanimation Intensive Care Unit, and Covid-19 Intensive Care Unit.