LLM Security Playbook
A comprehensive guide and checklist for securing Large Language Model applications against common vulnerabilities.
Markdown Python Security
Dubai-Licensed AI Research & Consultancy · DET 1628399
Ahmed Alderai
Innovation & Artificial Intelligence Research & Consultancies
AI red-teaming, safety & assurance — before your customers stress-test it for you.
Founder-led consultancy backed by the loom evaluation platform, in-house NVIDIA RTX PRO 6000 compute, and ~10 years in InfoSec.
Model robustness · Guardrail design · AI assurance
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12+
Years in Incident Response
Leading high-stakes security operations
25+
Countries Served
Supporting teams across global time zones
150M+
Monthly Downloads Protected
Hardening open-source supply chains
What We Do
Practical AI research and assurance for teams shipping models, agents, and autonomous systems.
AI Red-Teaming & Evaluation
Stress-test LLMs and agents for jailbreaks, failure modes, and robustness before deployment.
AI Safety & Assurance
Model evaluation, guardrail design, and compliance-aligned testing (EU AI Act / UAE PDPL-aware).
Applied AI Research & Advisory
Feasibility studies, safe-deployment architecture, and research consulting for AI products.
Professional Network
Connect for AI safety research, advisory enquiries, and speaking opportunities.
Security Engineer & AI Developer
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Top Endorsed Skills
PythonTypeScriptSecurityAI/MLCloud Architecture
Featured Research & Tools
Platforms and contributions that power our AI assurance work.
Fixing pip's Dependency Resolver: A Deep Dive
A comprehensive case study on discovering and fixing a critical vulnerability in pip's dependency resolution algorithm that affected millions of Python developers worldwide.
Python Security Package Management Open Source
Hardening the OpenAI Python SDK
A detailed case study on identifying and fixing security vulnerabilities in the OpenAI Python SDK, including async streaming improvements and backpressure handling implementation.
Python Security AsyncIO API Design Open Source
Open Source Impact
Contributing to the tools that power the AI ecosystem
Research Notes
Notes on AI safety, red-teaming, and secure deployment.
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#portfolio
Launching My New Portfolio: A Deep Dive into the Tech Stack
Announcing the launch of my personal portfolio built with Astro 5, React 19, and Tailwind CSS 4. A look at the architecture, features, and the journey of building a modern developer portfolio.
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#personal
Hello World: Starting My Security Research Journey
An introduction to my new portfolio and what I plan to share about AI security and Python development.
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#ai-security
Securing LLM Applications: A Practical Guide
A comprehensive guide to understanding and mitigating security risks in Large Language Model applications, from prompt injection to data leakage.
Read article
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