Kingdom Mutala Akugri

Cloud identity security, applied machine learning, and public technical work.

About

I am a software engineer working in cloud identity and security engineering. My public work focuses on identity assurance, anomaly detection, and reviewable security evaluation for cloud-hosted systems.

This page is a small index of public projects, publications, profiles, and contact links. The detailed project site for GIFTS is maintained separately.

Selected Work

  • GIFTS Generative Identity Forensics and Trust System

    Public reference materials for read-only cloud identity evidence review, audit-log sessionization, analyst reports, dry-run response planning, and related research.

    technology prototype materials source repository

  • Manifold Decoders Generative modeling from nonlinear embeddings

    Research foundation connecting nonlinear embeddings, generative reconstruction, and technical directions later extended into security-evaluation work.

    publication context

Research and Publications

Professional Notes

Current professional role
Cloud identity and security engineering at Amazon Web Services (AWS), United States.
Technical focus
Identity and access management, cloud security engineering, anomaly detection, and applied machine learning for security evaluation.
Academic service
Peer-review work and editorial-board participation in security and computing journal workflows.

Profiles

Contact

For GIFTS-specific questions, use the GIFTS contact page. For direct email, contact akugri95@gmail.com.