Terms & Conditions

1. Acceptance of Terms

By accessing and using this website, you agree to comply with and be bound by these Terms and Conditions. If you do not agree to these terms, please discontinue use of this portfolio and its interactive demonstrations.

2. Open-Source Software & Code Licenses

Projects showcased on this portfolio, including LocalForge, CodeGraph CLI, FuelState, Research Council, and S2Cool, are maintained in open-source repositories on GitHub:

• Code access, redistribution, and modification rights are governed by the license file (such as the MIT License or Apache 2.0) located within each specific repository.
• Nothing on this portfolio grants proprietary rights beyond those explicitly permitted by each project's respective open-source license.
• Packages published to package registries (such as PyPI for codegraph-cli) are distributed under their registered license terms.

3. Research Publications & Intellectual Property

Scientific research manuscripts, abstracts, and citations (including the LightUHope transformer publication) are protected by applicable academic copyright and publisher distribution agreements:

• Formal publisher versions of record are subject to Springer Nature copyright policies.
• BibTeX citations and preprint materials are provided freely for academic referencing and scholarly review.
• Visual diagrams, architecture schematics, and editorial portfolio text are copyright © 2026 Muhammad Ali Nasir unless noted otherwise.

4. Interactive Demonstrations & Acceptable Use

The interactive portfolio assistant and architecture sandboxes are provided for personal evaluation, technical demonstration, and recruiting review. By interacting with these tools, you agree not to:

• Execute automated scripts or high-concurrency requests designed to overwhelm inference servers or induce denial of service.
• Attempt prompt injection attacks, security circumvention, or extraction of private server configurations.
• Transmit unlawful, harassing, malicious, or defamatory input through the chat input fields.

5. Disclaimer of Warranties

This website and its demonstrator services are provided on an "as is" and "as available" basis without warranties of any kind, whether express or implied.

While architectural benchmark figures, latency numbers, and model evaluations reflect authentic test results recorded under controlled engineering setups, they do not constitute a warranty of equivalent performance under differing hardware environments or workloads.

6. Contact & Inquiries

For licensing inquiries, collaboration proposals, or questions regarding these terms, please contact: