Disclaimer

Effective Date: 17 August 2025

Personal View
All opinions, perspectives, and resources shared on this website are my own. They do not represent the views, policies, or official positions of my employer or any other professional bodies or committees I serve on.

External Links & Referrals
This site may contain links to external websites, tools, or services, including referral or affiliate links. These are shared based on my personal use or recommendation. Clicking on such links is voluntary, and I do not control or take responsibility for the content, accuracy, or practices of third-party sites.

Experimental Tools & Content
From time to time, this site may feature early-stage AI tools, MVP applications, or shared resources. These are provided “as is” for informational and educational purposes only. They should not be relied upon for critical business, financial, medical, or legal decisions.

Independence
This site is a personal project. It is not sponsored, endorsed, or officially affiliated with my employer or any other organization.

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Updates
This disclaimer may be updated periodically to reflect changes in site content, partnerships, or regulatory requirements. Continued use of the site constitutes acceptance of any revisions.