Zeki B.
Senior Data Scientist
Experience
Jan 2025 - Dec 2025
1 yearUnited Kingdom
Senior Data Scientist
UNIVA Health
- Conducted research and development on weight biomarkers from facial images for studies related to eating disorder treatments
- Implemented feature extraction algorithms using MediaPipe and facial landmarks to build machine learning models for weight and BMI (Body Mass Index) prediction from face images
- Developed CNN-based and transformer-based computer vision models for predicting BMI variations from image pairs
- Applied model explanation techniques such as saliency maps and Grad-CAM to improve interpretability of deep learning models
Jan 2024 - Dec 2025
2 yearsUnited States
Senior Computer Vision Developer
KEYO
- Researched, developed, and implemented a palm-based biometric identification system
- Implemented and fine-tuned Siamese neural networks for palm-based biometric identification (image similarity) and conducted training and testing
- Developed anti-spoofing algorithms based on neural networks and classical image processing techniques
- Created image segmentation models for background replacement
Jan 2020 - Dec 2024
5 yearsTurkey
Technical Leader in AI Domain
Beko Research
- Researched, developed, and implemented AI/ML and deep learning algorithms focusing on computer vision applications for white-goods and home appliances
- Implemented object recognition using YOLO
- Implemented image classification using CNN
- Developed cooking termination models using CNN-LSTM
- Developed human detection, image undistortion, image blurry measurement, and other intelligent applications for image enhancement, correction, cropping and analysis
- Implemented NLP models for ranking customer comments on a scale from 1 to 5 and for text segmentation
Jan 2018 - Dec 2020
3 yearsTurkey
Experienced Researcher
Ericsson Research
- Conducted research in software vulnerability prediction from source code using machine learning
- Researched 5G and IoT with a focus on security and privacy
- Worked on IoT use cases such as Smart Grid and Smart Manufacturing (Industry 4.0) including functional safety and AI integration
- Implemented privacy-preserving techniques for ML including federated learning, differentially private LSTM for load forecasting, and secure aggregation via multiparty computation
- Filed multiple patent applications related to these technologies and 3GPP standards
Jan 2017 - Dec 2018
2 yearsUnited States
Postdoctoral Researcher
University of Nebraska
- Developed mathematical models and performed simulation experiments for ODIN (Open Dynamic Interaction Networks)
- Analyzed information diffusion and social influence in social networks using machine learning techniques
Languages
Turkish
NativeEnglish
AdvancedEducation
City University of New York (CUNY)
PhD in Computer Science · Computer Science · New York, United States
Gazi University
Bachelor Degree, Electrical & Electronics Engineering · Electrical & Electronics Engineering · Ankara, Turkey
Gazi University
M.Sc, Electrical & Electronics Engineering · Electrical & Electronics Engineering · Ankara, Turkey
Certifications & licenses
Cisco CCNA Network Manager
ANKA Communication
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