Graduate research in Artificial Intelligence, focusing on Trustworthy AI, Agentic AI, and deep learning model security.

Built generative AI systems for character-asset creation and editing on the TWENTY product. Worked on diffusion model fine-tuning and layer inpainting, synthetic data pipelines, and VLM-based evaluation for identity-preserving image generation.

Researched deep learning security and trustworthy AI mechanisms, focusing on backdoor attacks, model resilience, and representation defense.

Undergraduate studies in Computer Science.