Curriculum Vitae
Seyed MohammadHossein Hosseini Dastjae
Researcher — Theoretical Machine Learning & Generative Models
Machine-learning researcher with a B.Sc. in Computer Engineering from the University of Isfahan, working at the intersection of generative modeling, stochastic processes, density estimation, and the mathematical foundations of deep learning.
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01 Education
— 2023
B.Sc. in Computer Engineering
University of Isfahan · Isfahan, Iran
- Thesis: a verification system built around a generative image-enhancement pipeline.
- Undergraduate focus on statistical inference and generative modeling.
Graduate studyto add
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02 Research Experience
2024 — present
Generative models for time-series data
Independent / collaborative research
- Extending the score-based SDE framework of diffusion models toward time-series data (manuscript in preparation).
- Diffusion-based meta-learning for retail forecasting (submitted to EJOR).
Add advisor / lab / groupto add
- If this research was done within a specific lab or under an advisor, add the details here.
03 Teaching
Instructor — Deep Learning with PyTorch
University of Isfahan · Online course
- Designed and taught an end-to-end deep-learning course in PyTorch.
Teaching Assistant — Advanced Programming Concepts (Java)
University of Isfahan
- Supported an undergraduate course on object-oriented programming and software engineering in Java.
04 Technical Skills
Programming
Machine Learning
Mathematics
05 Languages
- Persian — native (confirm)
- English — professional working proficiency (confirm)
06 Awards & Honors
Add awards, scholarships, or honorsto add
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