01 — Research profile
Probabilistic models for a changing world.
I develop machine-learning methods that represent uncertainty and dependency in complex data. My current work focuses on probabilistic and generative models for sequence and time-series analysis, informed by earlier research in computer vision, document analysis, biometrics, and remote sensing.
Academic path
(Artificial Intelligence)University of Tehran · GPA 3.8/4.0
(Artificial Intelligence)Shahrood University of Technology · GPA 3.7/4.0
02 — Selected publications
Research across vision, handwriting, and learning.
For the complete publication list and author details, please see the curriculum vitae.
A comprehensive Persian offline handwritten database for investigating the effects of heritability and family relationships on handwriting
Does color modality affect handwriting recognition? An empirical study on Persian handwritings using convolutional neural networks
High-resolution remote sensing image captioning based on structured attention and SAM network
Holistic Persian handwritten word recognition using convolutional neural network
03 — Teaching & academic service
University teaching
Faculty member and instructor at Kosar University of Bojnord since 2017; guest lecturer at the University of Bojnord since 2014.
- Artificial Intelligence
- Algorithm Design & Data Structures
- Discrete Mathematics
- Advanced Programming
- Operating Systems & Theory of Computation
Tools & methods
I work across research software, statistical learning, and academic communication.
- Python, PyTorch, C++, C, Java
- MATLAB and scientific computing
- LaTeX / XeLaTeX and academic writing
- Persian (native) · English (fluent)