Disclaimer

Last updated: October 2026

Not investment advice

The research, articles, models and opinions published on this website are for general information and educational purposes only. They do not constitute investment, financial, tax, legal or accounting advice, and are not a recommendation or offer to buy or sell any security, fund or asset.

Personal views

All views are my own and do not represent the views of any current or former employer, client or portfolio company. Examples are illustrative; company names and figures may be anonymised or simplified to protect confidentiality.

Accuracy

I take care to use reliable sources, but I make no guarantee that information is complete, accurate or up to date. Markets change, and past performance is not a reliable indicator of future results. Always do your own research and consult a licensed professional before making financial decisions.

Third-party links and tools

Links to external websites and the demo applications on this site are provided for convenience. I am not responsible for the content of external sites, and the demo tools are provided as is, without warranty.

Contact

Questions about this disclaimer can be sent to me through the Contact page. Edwin Muchalanje, Dubai, United Arab Emirates.