Prototype or publication questions
Send questions here if they relate to the publications, the prototype materials, or the framework description on this site.
Contact
Questions, collaboration, and media inquiries.
Use this page for technical questions, collaboration interest, and media requests related to the public GIFTS materials.
Contact for the public GIFTS materials
The site and linked materials are maintained by Kingdom Mutala Akugri. Use this page when your question is about the publications, prototype materials, or the technical direction described on this site.
Research or implementation discussion
Use this address for collaboration interest, requests for additional public materials, or discussion of related technical directions.
Interview or background request
Use this address for media questions, requests for background explanation, or inquiries about the project and its technical context.
Email is the current public contact method.
If the mail buttons do not open correctly on your device, use akugri95@gmail.com and include a short note describing whether the inquiry is technical, collaborative, or media-related.
Topics handled through this contact page
Good reasons to reach out
- published work and citation information
- prototype materials and reproducibility questions
- public technical framing
- media background questions about the project
Topics outside scope
- employer-confidential systems
- proprietary source code
- customer information
- restricted operational data or workflows
A little context helps route questions faster.
Helpful first messages usually include the reason for contact, the public material in question, and whether the inquiry is technical, collaborative, or media-oriented.