Yes. AI-assisted tools may be used for certain images, image editing, and written content. AI is used to support the presentation and development of the website, rather than to create fictional achievements or experiences.

Yes. Personal experiences, academic achievements, awards, and other factual information presented on this website are based on real information. AI-generated or AI-assisted elements, where used, do not change the underlying facts being presented.

Please do not download, reproduce, redistribute, or use certificates, personal photographs, projects, or original work displayed on this website without prior permission, except where permitted by applicable law. Unauthorized misuse or distribution may result in appropriate action under applicable law.

I aim to keep the information on this website accurate and up to date. However, some information may change over time, and occasional errors or outdated information may occur. I reserve the right to provide final clarification regarding the content presented on this website.

If you have any concerns regarding personal information, images, attribution, accuracy, or other content displayed on this website, please contact me. I will review the matter and, where appropriate, update or remove the relevant content.