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YO

Yelzhas Omarov

@realyoConnected with DSML. This person's Telegram account has been confirmed through DSML Kazakhstan.

AI Researcher and Software Enthusiast

Interdisciplinary researcher and developer performing technical coursework and applied research in computer vision and generative models.

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About

Experienced in deep learning model fine-tuning, diffusion-based image generation, and backend system development, with demonstrated research output and teaching experience. Particularly interested in generative modeling and applied machine learning systems.

Career

Experience: 3 years

Experience

Research Assistant

Nazarbayev University School of Engineering and Digital Sciences

Jan 2023 — May 2026

- Co-authored a diffusion-based failure diagnosis paper https://www.sciencedirect.com/science/article/abs/pii/S2352710226012878 - Designed a text-to-edge pipeline for beam-column failure visualization tion used in structural diagnostics research - Managed dataset annotation and data augmentation. - Built and evaluated a lung cancer classification pipeline on 1,000 CT images achieved Macro F1=0.9366 and AUC up to 0.9989. - Developed synthetic medical imaging pipelines to improve the model robustness and enables a safer, data-efficient AI deployment

Back End Development Intern

NITEC

Jun 2025 — Sep 2025

- Built a secure multi-user Learning Management System (LMS) for government use with JWT/OAuth2 authentication, role-based access control, and granular permissions for students, teachers, and administrators. - Developed a bilingual education platform with Russian/Kazakh localization, collaborative course editing workflows, enrollment management, and rich lecture content delivery with media support. - Engineered a configurable assessment and analytics system featuring automated grading, attempt controls, progress tracking, and performance reporting across courses and students.

Skills

PythonScikitLearnComputer VisionNLPClassic ML