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msabenda/README.md

Msambili Ndaga

API Security Professional · Web Security · DevSecOps

Cybersecurity Pro · Developer Advocate 🥑 · AI Security Researcher

I test and secure APIs, web applications, and agentic AI systems while helping developers build products that are secure by design, easy to integrate, and ready to scale.

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Animated secure API architecture

whoami

Role       Developer Advocate @ NEUROTECH AFRICA
Focus      API Security · Web Security · Agentic AI Security · DevSecOps
Research   Security testing for agentic AI systems
Mission    Find security weaknesses early and turn them into practical fixes
Community  APICon Tanzania · APIsec University · NIST/NICE

I work at the intersection of cybersecurity, developer advocacy, and technical research. At NEUROTECH AFRICA, I help developers integrate products such as Snippe and Ghala through clear documentation, practical examples, workshops, and hands-on technical support from onboarding to production.

My security work focuses on finding risks across API, web, and AI-powered systems, translating findings into practical fixes, and helping teams adopt a secure-by-design mindset without compromising developer experience.

Technical Focus

Area What I Work With
API Security Testing Endpoint discovery, attack-surface mapping, BOLA/BFLA testing, authentication flaws, injection, rate-limit testing, and security validation
Web Security Application reconnaissance, access-control testing, session security, injection flaws, security misconfiguration, and OWASP Top 10 testing
Agentic AI Security Prompt injection, tool misuse, excessive agency, insecure output handling, context poisoning, data leakage, and trust-boundary testing
Identity & Access OAuth 2.0, OpenID Connect, JWT validation, session security, least privilege, and authorization design
Secure API Engineering REST and GraphQL security, threat modeling, input validation, error handling, secrets management, and secure-by-design reviews
DevSecOps Security gates, SAST/DAST, dependency and container scanning, CI/CD integration, remediation workflows, and observability
Developer Experience API documentation, SDK examples, integration guides, developer onboarding, troubleshooting, and technical content

Security Research & Engineering Workflow

DISCOVER  →  MODEL  →  TEST  →  REMEDIATE  →  AUTOMATE  →  MONITOR
 endpoints   threats   controls   findings     security     runtime

I combine offensive testing with practical engineering guidance: map the attack surface, model trust boundaries, validate controls against realistic abuse cases, communicate risk clearly, and move repeatable checks into the delivery pipeline.

Agentic AI Security Research

Animated agentic AI security testing architecture

I am researching how autonomous and tool-using AI agents can fail across prompts, memory, identity, APIs, plugins, and external systems. My testing focuses on:

  • Prompt and context attacks: direct and indirect prompt injection, jailbreaks, and context poisoning
  • Tool and API abuse: unsafe function calls, confused-deputy behavior, and privilege escalation
  • Agency and authorization: excessive autonomy, missing approval boundaries, and weak least-privilege controls
  • Data protection: sensitive-data disclosure, memory leakage, and insecure output handling
  • Agent trust boundaries: insecure agent-to-agent communication, poisoned inputs, and untrusted external content
  • Defensive validation: guardrails, human-in-the-loop controls, monitoring, auditability, and incident response

Security Toolkit

API & Identity

OWASP REST GraphQL OAuth 2.0 OIDC JWT

AI Security Research

OWASP LLM Top 10 Agentic AI Prompt Injection AI Red Teaming Tool Security

Languages & Development

Python JavaScript TypeScript PHP Java Node.js Laravel Vue.js

Security & Infrastructure

Burp Suite OWASP ZAP Postman Wireshark Docker Linux Git GitHub Actions

Community & Leadership

Role Organization
Founder & Community Lead APICon Tanzania
President Cyber Club DIT
Ambassador APIsec University
Cybersecurity Ambassador NIST / NICE
Governance Artifacts Fellow DIT–CEBOT Horizons Alliance

I contribute through community building, cybersecurity mentorship, conference speaking, and practical workshops that make API security accessible to more developers across Africa.

Certifications

  • Certified API Red Team Analyst (CARTA)
  • API Security Certified Associate (ASCA)
  • APIsec University Graduate

GitHub Activity

Msambili's GitHub stats Msambili's most used languages Msambili's GitHub contribution streak

Secure APIs. Harden web systems. Test AI agents.

Open to conversations about API security, web security, DevSecOps, agentic AI security research, developer advocacy, and technical speaking.

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