Magzhan Kairanbay
@magzhan-kairanbay
Delivery Consultant (AI) · Amazon Web Services (AWS)
I’ve spent years working on computer vision, from photo aesthetics research to systems that automate insurance claims. I also teach machine learning and computer vision, so I’m always happy to talk about how these ideas work in practice.
- publications
- 21
- citations
- 268
- h-index
- 8
Publications21
- 1272013
- 432017
Multigap: Multi-pooled inception network with text augmentation for aesthetic prediction of photographs
Talk · Proceedings - International Conference on Image Processing
- 242024
Single Shot Detector CNN and Deep Dilated Masks for Vision-Based Hand Gesture Recognition From Video Sequences
Article · IEEE Access · PDF
- 222014
Effective algorithms and methods for automatic number plate recognition
Talk · IEEE International Conference on Application of Information and Communication Technologies
- 102017
Aesthetic Evaluation of Facial Portraits Using Compositional Augmentation for Deep CNNs
Talk · Lecture notes in computer science
- 92019
Beauty Is in the Eye of the Beholder
Article · ACM Transactions on Multimedia Computing Communications and Applications
- 82017
Filling the gaps: Reducing the complexity of networks for multi-attribute image aesthetic prediction
Talk · Proceedings - International Conference on Image Processing
- 82015
- 72018
Towards Demographic-Based Photographic Aesthetics Prediction for Portraitures
Talk · Lecture notes in computer science
- 22026
Vision-Language Temporal Analysis for Illegal Waste Dumping Detection in Surveillance Videos
Talk · IEEE/CVF Winter Conference on Applications of Computer Vision Workshops
- 22025
Multi-task Pedestrian Attribute Classification Using ConvNeXt with Advanced Data Augmentation
Talk · Lecture notes in computer science
- 22019
Paying Attention to Style: Recognizing Photo Styles with Convolutional Attentional Units
Talk · Lecture notes in computer science
- 22015
Statistical inference in ALPR system
Talk · International Conference on Application of Information and Communication Technologies
- 12022
Detection Childhood of Apraxia of Speech From the Video Data Using PoseNet
Talk · International Conference on Smart Information Systems and Technologies
- 12022
A Conceptual Model for a Car Sharing System in Kazakhstan
Talk · IEEE European Technology and Engineering Management Summit
- —2026
End-to-End VITS Outperforms Two-Stage Tacotron 2 Synthesis for Kazakh: A Comparative Study on a New Multi-Domain Speech Corpus
Article · Algorithms · Open access
- —2025
Multi-Dimensional Tail Classification in Procurement Spend Analysis: A Data-Driven Approach to Strategic Sourcing Optimization
Talk · International Conference on Computer and Applications
- —2025
Real-Time Multi-Parameter Petroleum Coke Quality Monitoring Using Computer Vision and Integrated Anomaly Detection for Aluminum Smelting Operations
Talk · International Conference on Computer and Applications
- —2025
LLM-Enhanced Semantic Clustering for Predictive Industrial Incident Detection: A Zero-Shot Approach to Safety Analytics
Talk · IEEE ... International Conference on Data Mining workshops
- —2025
Onboarding Customers in Car Sharing Systems: Implementation of Know Your Customer Solutions
Talk · International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications · Open access
- —2025
Speech Recognition with Binary Search for Word Boundary Segmentation
Talk · Lecture notes in networks and systems