Kaloyan Ninov
Calgary, CanadaProjects, decisions,
and technical notes.
Kaloyan Ninov · Calgary, Canada

Security,systems &applied AI.

I'm a cybersecurity graduate working on application architecture, security labs, and websites for small businesses.

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01 / Work

Selected work.

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Independent security labOngoing

AEGIS RAG
Security Lab

A local lab for comparing keyword, semantic, and graph-based retrieval, then examining their security risks.

Built
Retrieval pipelines & comparison tooling
Documented
Assets, trust boundaries & attack paths
Next
Adversarial tests & initial controls
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AEGIS / ARCHITECTURE NOTE01

Three paths to the same source.

AEGIS retrieval comparison A local document corpus feeds keyword, semantic, and graph retrieval paths, whose results can be compared with CLI tooling. Local document corpus Keywordterm matching Semanticlocal embeddings Graphrelationship traversal Comparison output
Retrieval paths implemented. Security controls are the next phase.
02
Collaborative platform work

Ed-Ready

Ongoing

Architecture and implementation contributions to an educational lab platform, including organization-scoped access, lab versioning, and course-first UX.

Nuxt · TypeScript · Cloud infrastructure
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03
Client website delivery

Embrace Pediatrics

Delivered

A clinic website that helps families find services, patient forms, and contact information, developed through client feedback and brought onto its own domain.

Responsive design · Patient information · Web delivery
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Additional work includes an email-security capstone, application-security labs, and digital forensics.Browse the archive
02 / Background

A little context.

I'm Kaloyan Ninov, based in Calgary. I completed SAIT's Information Systems Security diploma in 2026 and am building experience across security, software architecture, and applied AI.

My work includes contributions to Ed-Ready's educational lab platform, independent AI security projects, and web delivery for a small healthcare business. I also have practical experience in security systems and clinic IT support.

I document what works, why decisions were made, and what still needs attention.

FoundationInformation Systems Security
DirectionAI integration & security architecture
03 / Notebook

Selected technical notes.

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Ed-Ready UI/UX Architecture

Advanced the Ed-Ready course-first experience

AEGIS RAG Security Lab

Completed Phase 02 threat-model roadmap for AEGIS RAG

AEGIS RAG Security Lab

Implemented local GraphRAG retrieval for AEGIS RAG

04 / Contact

Let's talk about
the work.

For project conversations, collaboration, or opportunities in security and applied AI.