Selected work

Projects

Applied research projects connecting modern AI methods with real social and product needs.

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AI-Based Reconstruction of War-Damaged Buildings

Collaborated with architects from Balbek Bureau on a visual reconstruction pipeline using fine-tuned Stable Diffusion.

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AI Research Assistant for Coca-Cola

Led a team of eight students in building an OpenAI-based internal knowledge assistant to improve information retrieval.

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Autonomous Evaluation for Computer-Use Agents

Built vision-language evaluation and feedback methods for determining whether GUI agents completed open-ended tasks.

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Screen2AX

Developed a vision-based approach for automatically generating structured macOS accessibility metadata from screenshots.

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