Profile Details

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Hire Dr. Sevda G.

Turkey

USD 100 /hr

Medical AI Systems Consultant | Robust Machine Learning & Image Analysis | PhD

Profile Summary

I am a PhD-level researcher and consultant specializing in medical artificial intelligence, with a strong focus on predictive modeling and medical image analysis. I have hands-on experience developing classification and forecasting models using machine learning and deep learning, as well as building robust data preprocessing and validation pipelines. My work includes medical image processing, image restoration and filtering, anomaly detection, statistical analysis, and model performance evaluation. I have led multiple nationally funded research projects where I designed and validated AI systems intended for reliable real-world use. I help organizations develop, evaluate, and improve AI models for medical and health-related applications, with an emphasis on reliability, generalization, and practical deployment. I am available for consulting, model validation, medical image analysis, and predictive modeling projects, and I am comfortable working with both research teams and industry partners.

Subject Matter Expertise

• ☆ Data Analysis
• ☆ Image Processing
• ☆ Machine Learning
• ☆ Artificial Intelligence

Services

• Consulting
• Data & AI

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Mining, Data Cleaning, Data Processing, Data Insights

Work Experience

Lecturar

Sakarya University

April 2018 - Present

Education

Electric and Elektronic Engineering

Sakarya University

September 2017 - July 2021

Electric and Elektronic Engineering

Sakarya University

September 2015 - June 2017

Electric and Elektronic Engineering

Sakarya University

September 2014 - June 2015

Electronic Teaching

Sakarya University

September 2008 - June 2012

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Gökçen Çetinel, Bekir Murat Aydın, Sevda Gül, Devrim Akgün, Rabia Öztaş Kara (2024). An Evaluation of Skin Lesion Segmentation Using Deep Learning Architectures . Sakarya University Journal of Computer and Information Sciences.

Fuldem MUTLU, Sevda GÜL (2023). Improving the performance of EM and K-means algorithms for breast lesion segmentation . Anatolian Current Medical Journal.

Gökçen Çetinel, Fuldem Mutlu, Sevda Gül (2020). Detection of Breast Region of Interest via Breast MR Scan on an Axial Slice . International Journal of Applied Mathematics Electronics and Computers.